PARCOMPUTE = TRUE
N_CORE = parallel::detectCores()
In this notebook, we repeat the analysis of 02_temporal_heterogeneity.Rmd for all of our core indicators.
# Fetch the following sources and signals from the API
# TODO: Add Google Symptoms "eventually"
source_names = c("doctor-visits", "fb-survey", "fb-survey",
"hospital-admissions", "hospital-admissions")
signal_names = c("smoothed_adj_cli", "smoothed_cli", "smoothed_hh_cmnty_cli",
"smoothed_adj_covid19_from_claims", "smoothed_adj_covid19_from_claims")
pretty_names = c("Doctor visits", "Facebook CLI", "Facebook CLI-in-community",
"Hospitalizations", "Hospitalizations")
target_names = c("Cases", "Cases", "Cases", "Cases", "Deaths")
geo_level = "county"
start_day = "2020-04-15"
end_day = NULL
cache_fname = 'cached_data/10_heterogeneity_core_indicators.RDS'
if (!file.exists(cache_fname)) {
df_signals = vector("list", length(signal_names))
for (i in 1:length(signal_names)) {
df_signals[[i]] = suppressWarnings(
covidcast_signal(source_names[i], signal_names[i],
start_day, end_day,
geo_type=geo_level))
}
# Fetch USAFacts confirmed case incidence proportion (smoothed with 7-day
# trailing average)
df_cases = suppressWarnings(
covidcast_signal("usa-facts", "confirmed_7dav_incidence_prop",
start_day, end_day,
geo_type=geo_level))
df_deaths = suppressWarnings(
covidcast_signal("usa-facts", "deaths_7dav_incidence_prop",
start_day, end_day,
geo_type=geo_level))
saveRDS(list(df_signals, df_cases, df_deaths), cache_fname)
} else {
cached_data = readRDS(cache_fname)
df_signals = cached_data[[1]]
df_cases = cached_data[[2]]
df_deaths = cached_data[[3]]
}
## Fetched day 2020-04-15: 1, success, num_entries = 1704
## Fetched day 2020-04-16: 1, success, num_entries = 1721
## Fetched day 2020-04-17: 1, success, num_entries = 1731
## Fetched day 2020-04-18: 1, success, num_entries = 1722
## Fetched day 2020-04-19: 1, success, num_entries = 1672
## Fetched day 2020-04-20: 1, success, num_entries = 1667
## Fetched day 2020-04-21: 1, success, num_entries = 1793
## Fetched day 2020-04-22: 1, success, num_entries = 1802
## Fetched day 2020-04-23: 1, success, num_entries = 1815
## Fetched day 2020-04-24: 1, success, num_entries = 1839
## Fetched day 2020-04-25: 1, success, num_entries = 1836
## Fetched day 2020-04-26: 1, success, num_entries = 1766
## Fetched day 2020-04-27: 1, success, num_entries = 1767
## Fetched day 2020-04-28: 1, success, num_entries = 1890
## Fetched day 2020-04-29: 1, success, num_entries = 1901
## Fetched day 2020-04-30: 1, success, num_entries = 1917
## Fetched day 2020-05-01: 1, success, num_entries = 1941
## Fetched day 2020-05-02: 1, success, num_entries = 1970
## Fetched day 2020-05-03: 1, success, num_entries = 1918
## Fetched day 2020-05-04: 1, success, num_entries = 1915
## Fetched day 2020-05-05: 1, success, num_entries = 2059
## Fetched day 2020-05-06: 1, success, num_entries = 2090
## Fetched day 2020-05-07: 1, success, num_entries = 2146
## Fetched day 2020-05-08: 1, success, num_entries = 2180
## Fetched day 2020-05-09: 1, success, num_entries = 2209
## Fetched day 2020-05-10: 1, success, num_entries = 2168
## Fetched day 2020-05-11: 1, success, num_entries = 2173
## Fetched day 2020-05-12: 1, success, num_entries = 2289
## Fetched day 2020-05-13: 1, success, num_entries = 2332
## Fetched day 2020-05-14: 1, success, num_entries = 2377
## Fetched day 2020-05-15: 1, success, num_entries = 2403
## Fetched day 2020-05-16: 1, success, num_entries = 2426
## Fetched day 2020-05-17: 1, success, num_entries = 2389
## Fetched day 2020-05-18: 1, success, num_entries = 2389
## Fetched day 2020-05-19: 1, success, num_entries = 2455
## Fetched day 2020-05-20: 1, success, num_entries = 2466
## Fetched day 2020-05-21: 1, success, num_entries = 2466
## Fetched day 2020-05-22: 1, success, num_entries = 2455
## Fetched day 2020-05-23: 1, success, num_entries = 2436
## Fetched day 2020-05-24: 1, success, num_entries = 2385
## Fetched day 2020-05-25: 1, success, num_entries = 2390
## Fetched day 2020-05-26: 1, success, num_entries = 2362
## Fetched day 2020-05-27: 1, success, num_entries = 2367
## Fetched day 2020-05-28: 1, success, num_entries = 2348
## Fetched day 2020-05-29: 1, success, num_entries = 2334
## Fetched day 2020-05-30: 1, success, num_entries = 2298
## Fetched day 2020-05-31: 1, success, num_entries = 2217
## Fetched day 2020-06-01: 1, success, num_entries = 2211
## Fetched day 2020-06-02: 1, success, num_entries = 2287
## Fetched day 2020-06-03: 1, success, num_entries = 2326
## Fetched day 2020-06-04: 1, success, num_entries = 2250
## Fetched day 2020-06-05: 1, success, num_entries = 2181
## Fetched day 2020-06-06: 1, success, num_entries = 2121
## Fetched day 2020-06-07: 1, success, num_entries = 2017
## Fetched day 2020-06-08: 1, success, num_entries = 2007
## Fetched day 2020-06-09: 1, success, num_entries = 2082
## Fetched day 2020-06-10: 1, success, num_entries = 2064
## Fetched day 2020-06-11: 1, success, num_entries = 2063
## Fetched day 2020-06-12: 1, success, num_entries = 2063
## Fetched day 2020-06-13: 1, success, num_entries = 2046
## Fetched day 2020-06-14: 1, success, num_entries = 2000
## Fetched day 2020-06-15: 1, success, num_entries = 1998
## Fetched day 2020-06-16: 1, success, num_entries = 2081
## Fetched day 2020-06-17: 1, success, num_entries = 2079
## Fetched day 2020-06-18: 1, success, num_entries = 2073
## Fetched day 2020-06-19: 1, success, num_entries = 2074
## Fetched day 2020-06-20: 1, success, num_entries = 2064
## Fetched day 2020-06-21: 1, success, num_entries = 2010
## Fetched day 2020-06-22: 1, success, num_entries = 2006
## Fetched day 2020-06-23: 1, success, num_entries = 2076
## Fetched day 2020-06-24: 1, success, num_entries = 2074
## Fetched day 2020-06-25: 1, success, num_entries = 2070
## Fetched day 2020-06-26: 1, success, num_entries = 2072
## Fetched day 2020-06-27: 1, success, num_entries = 2060
## Fetched day 2020-06-28: 1, success, num_entries = 2000
## Fetched day 2020-06-29: 1, success, num_entries = 1999
## Fetched day 2020-06-30: 1, success, num_entries = 2078
## Fetched day 2020-07-01: 1, success, num_entries = 2078
## Fetched day 2020-07-02: 1, success, num_entries = 2088
## Fetched day 2020-07-03: 1, success, num_entries = 2080
## Fetched day 2020-07-04: 1, success, num_entries = 2039
## Fetched day 2020-07-05: 1, success, num_entries = 1963
## Fetched day 2020-07-06: 1, success, num_entries = 1959
## Fetched day 2020-07-07: 1, success, num_entries = 2044
## Fetched day 2020-07-08: 1, success, num_entries = 2037
## Fetched day 2020-07-09: 1, success, num_entries = 2033
## Fetched day 2020-07-10: 1, success, num_entries = 2028
## Fetched day 2020-07-11: 1, success, num_entries = 2013
## Fetched day 2020-07-12: 1, success, num_entries = 2005
## Fetched day 2020-07-13: 1, success, num_entries = 2008
## Fetched day 2020-07-14: 1, success, num_entries = 2075
## Fetched day 2020-07-15: 1, success, num_entries = 2075
## Fetched day 2020-07-16: 1, success, num_entries = 2077
## Fetched day 2020-07-17: 1, success, num_entries = 2071
## Fetched day 2020-07-18: 1, success, num_entries = 2061
## Fetched day 2020-07-19: 1, success, num_entries = 2018
## Fetched day 2020-07-20: 1, success, num_entries = 2018
## Fetched day 2020-07-21: 1, success, num_entries = 2081
## Fetched day 2020-07-22: 1, success, num_entries = 2080
## Fetched day 2020-07-23: 1, success, num_entries = 2076
## Fetched day 2020-07-24: 1, success, num_entries = 2074
## Fetched day 2020-07-25: 1, success, num_entries = 2060
## Fetched day 2020-07-26: 1, success, num_entries = 2006
## Fetched day 2020-07-27: 1, success, num_entries = 2002
## Fetched day 2020-07-28: 1, success, num_entries = 2076
## Fetched day 2020-07-29: 1, success, num_entries = 2072
## Fetched day 2020-07-30: 1, success, num_entries = 2065
## Fetched day 2020-07-31: 1, success, num_entries = 2054
## Fetched day 2020-08-01: 1, success, num_entries = 2044
## Fetched day 2020-08-02: 1, success, num_entries = 1991
## Fetched day 2020-08-03: 1, success, num_entries = 1986
## Fetched day 2020-08-04: 1, success, num_entries = 2065
## Fetched day 2020-08-05: 1, success, num_entries = 2059
## Fetched day 2020-08-06: 1, success, num_entries = 2061
## Fetched day 2020-08-07: 1, success, num_entries = 2055
## Fetched day 2020-08-08: 1, success, num_entries = 2049
## Fetched day 2020-08-09: 1, success, num_entries = 1993
## Fetched day 2020-08-10: 1, success, num_entries = 1986
## Fetched day 2020-08-11: 1, success, num_entries = 2072
## Fetched day 2020-08-12: 1, success, num_entries = 2082
## Fetched day 2020-08-13: 1, success, num_entries = 2076
## Fetched day 2020-08-14: 1, success, num_entries = 2071
## Fetched day 2020-08-15: 1, success, num_entries = 2062
## Fetched day 2020-08-16: 1, success, num_entries = 2016
## Fetched day 2020-08-17: 1, success, num_entries = 2011
## Fetched day 2020-08-18: 1, success, num_entries = 2081
## Fetched day 2020-08-19: 1, success, num_entries = 2083
## Fetched day 2020-08-20: 1, success, num_entries = 2079
## Fetched day 2020-08-21: 1, success, num_entries = 2075
## Fetched day 2020-08-22: 1, success, num_entries = 2056
## Fetched day 2020-08-23: 1, success, num_entries = 2001
## Fetched day 2020-08-24: 1, success, num_entries = 2002
## Fetched day 2020-08-25: 1, success, num_entries = 2090
## Fetched day 2020-08-26: 1, success, num_entries = 2079
## Fetched day 2020-08-27: 1, success, num_entries = 2071
## Fetched day 2020-08-28: 1, success, num_entries = 2074
## Fetched day 2020-08-29: 1, success, num_entries = 2055
## Fetched day 2020-08-30: 1, success, num_entries = 1993
## Fetched day 2020-08-31: 1, success, num_entries = 1990
## Fetched day 2020-09-01: 1, success, num_entries = 2061
## Fetched day 2020-09-02: 1, success, num_entries = 2054
## Fetched day 2020-09-03: 1, success, num_entries = 2048
## Fetched day 2020-09-04: 1, success, num_entries = 2052
## Fetched day 2020-09-05: 1, success, num_entries = 2041
## Fetched day 2020-09-06: 1, success, num_entries = 1978
## Fetched day 2020-09-07: 1, success, num_entries = 1982
## Fetched day 2020-09-08: 1, success, num_entries = 1980
## Fetched day 2020-09-09: 1, success, num_entries = 1986
## Fetched day 2020-09-10: 1, success, num_entries = 1980
## Fetched day 2020-09-11: 1, success, num_entries = 1989
## Fetched day 2020-09-12: 1, success, num_entries = 1992
## Fetched day 2020-09-13: 1, success, num_entries = 1917
## Fetched day 2020-09-14: 1, success, num_entries = 1907
## Fetched day 2020-09-15: 1, success, num_entries = 2031
## Fetched day 2020-09-16: 1, success, num_entries = 2088
## Fetched day 2020-09-17: 1, success, num_entries = 2095
## Fetched day 2020-09-18: 1, success, num_entries = 2097
## Fetched day 2020-09-19: 1, success, num_entries = 2088
## Fetched day 2020-09-20: 1, success, num_entries = 2037
## Fetched day 2020-09-21: 1, success, num_entries = 2030
## Fetched day 2020-09-22: 1, success, num_entries = 2108
## Fetched day 2020-09-23: 1, success, num_entries = 2095
## Fetched day 2020-09-24: 1, success, num_entries = 2095
## Fetched day 2020-09-25: 1, success, num_entries = 2098
## Fetched day 2020-09-26: 1, success, num_entries = 2098
## Fetched day 2020-09-27: 1, success, num_entries = 2023
## Fetched day 2020-09-28: 1, success, num_entries = 2020
## Fetched day 2020-09-29: 1, success, num_entries = 2125
## Fetched day 2020-09-30: 1, success, num_entries = 2112
## Fetched day 2020-10-01: 1, success, num_entries = 2123
## Fetched day 2020-10-02: 1, success, num_entries = 2128
## Fetched day 2020-10-03: 1, success, num_entries = 2121
## Fetched day 2020-10-04: 1, success, num_entries = 2057
## Fetched day 2020-10-05: 1, success, num_entries = 2054
## Fetched day 2020-10-06: 1, success, num_entries = 2140
## Fetched day 2020-10-07: 1, success, num_entries = 2141
## Fetched day 2020-10-08: 1, success, num_entries = 2142
## Fetched day 2020-10-09: 1, success, num_entries = 2134
## Fetched day 2020-10-10: 1, success, num_entries = 2117
## Fetched day 2020-10-11: 1, success, num_entries = 2065
## Fetched day 2020-10-12: 1, success, num_entries = 2063
## Fetched day 2020-10-13: 1, success, num_entries = 2131
## Fetched day 2020-10-14: 1, success, num_entries = 2128
## Fetched day 2020-10-15: 1, success, num_entries = 2129
## Fetched day 2020-10-16: 1, success, num_entries = 2123
## Fetched day 2020-10-17: 1, success, num_entries = 2107
## Fetched day 2020-10-18: 1, success, num_entries = 2053
## Fetched day 2020-10-19: 1, success, num_entries = 2040
## Fetched day 2020-10-20: 1, success, num_entries = 2113
## Fetched day 2020-10-21: 1, success, num_entries = 2109
## Fetched day 2020-10-22: 1, success, num_entries = 2103
## Fetched day 2020-10-23: 1, success, num_entries = 2090
## Fetched day 2020-10-24: 1, success, num_entries = 2083
## Fetched day 2020-10-25: 1, success, num_entries = 2025
## Fetched day 2020-10-26: 1, success, num_entries = 2015
## Fetched day 2020-10-27: 1, success, num_entries = 2089
## Fetched day 2020-10-28: 1, success, num_entries = 2082
## Fetched day 2020-10-29: 1, success, num_entries = 2074
## Fetched day 2020-10-30: 1, success, num_entries = 2058
## Fetched day 2020-10-31: 1, success, num_entries = 2044
## Fetched day 2020-11-01: 1, success, num_entries = 1981
## Fetched day 2020-11-02: 1, success, num_entries = 1978
## Fetched day 2020-11-03: 1, success, num_entries = 2052
## Fetched day 2020-11-04: 1, success, num_entries = 2039
## Fetched day 2020-11-05: 1, success, num_entries = 2028
## Fetched day 2020-11-06: 1, success, num_entries = 2008
## Fetched day 2020-11-07: 1, success, num_entries = 1983
## Fetched day 2020-11-08: 1, success, num_entries = 1921
## Fetched day 2020-11-09: 1, success, num_entries = 1916
## Fetched day 2020-11-10: 1, success, num_entries = 1974
## Fetched day 2020-11-11: 1, success, num_entries = 1946
## Fetched day 2020-11-12: 1, success, num_entries = 1920
## Fetched day 2020-11-13: 1, success, num_entries = 1886
## Fetched day 2020-11-14: 1, success, num_entries = 1849
## Fetched day 2020-11-15: 1, success, num_entries = 1820
## Fetched day 2020-11-16: 1, success, num_entries = 1812
## Fetched day 2020-11-17: 1, success, num_entries = 1809
## Fetched day 2020-11-18: 1, success, num_entries = 1750
## Fetched day 2020-11-19: 1, success, num_entries = 1677
## Fetched day 2020-04-15: 1, success, num_entries = 1086
## Fetched day 2020-04-16: 1, success, num_entries = 896
## Fetched day 2020-04-17: 1, success, num_entries = 808
## Fetched day 2020-04-18: 1, success, num_entries = 840
## Fetched day 2020-04-19: 1, success, num_entries = 903
## Fetched day 2020-04-20: 1, success, num_entries = 862
## Fetched day 2020-04-21: 1, success, num_entries = 777
## Fetched day 2020-04-22: 1, success, num_entries = 763
## Fetched day 2020-04-23: 1, success, num_entries = 756
## Fetched day 2020-04-24: 1, success, num_entries = 799
## Fetched day 2020-04-25: 1, success, num_entries = 844
## Fetched day 2020-04-26: 1, success, num_entries = 881
## Fetched day 2020-04-27: 1, success, num_entries = 910
## Fetched day 2020-04-28: 1, success, num_entries = 974
## Fetched day 2020-04-29: 1, success, num_entries = 982
## Fetched day 2020-04-30: 1, success, num_entries = 1041
## Fetched day 2020-05-01: 1, success, num_entries = 1052
## Fetched day 2020-05-02: 1, success, num_entries = 1032
## Fetched day 2020-05-03: 1, success, num_entries = 1021
## Fetched day 2020-05-04: 1, success, num_entries = 1024
## Fetched day 2020-05-05: 1, success, num_entries = 993
## Fetched day 2020-05-06: 1, success, num_entries = 998
## Fetched day 2020-05-07: 1, success, num_entries = 960
## Fetched day 2020-05-08: 1, success, num_entries = 870
## Fetched day 2020-05-09: 1, success, num_entries = 857
## Fetched day 2020-05-10: 1, success, num_entries = 847
## Fetched day 2020-05-11: 1, success, num_entries = 843
## Fetched day 2020-05-12: 1, success, num_entries = 819
## Fetched day 2020-05-13: 1, success, num_entries = 808
## Fetched day 2020-05-14: 1, success, num_entries = 821
## Fetched day 2020-05-15: 1, success, num_entries = 901
## Fetched day 2020-05-16: 1, success, num_entries = 940
## Fetched day 2020-05-17: 1, success, num_entries = 971
## Fetched day 2020-05-18: 1, success, num_entries = 990
## Fetched day 2020-05-19: 1, success, num_entries = 986
## Fetched day 2020-05-20: 1, success, num_entries = 1048
## Fetched day 2020-05-21: 1, success, num_entries = 1062
## Fetched day 2020-05-22: 1, success, num_entries = 1052
## Fetched day 2020-05-23: 1, success, num_entries = 1051
## Fetched day 2020-05-24: 1, success, num_entries = 1048
## Fetched day 2020-05-25: 1, success, num_entries = 1046
## Fetched day 2020-05-26: 1, success, num_entries = 1078
## Fetched day 2020-05-27: 1, success, num_entries = 1052
## Fetched day 2020-05-28: 1, success, num_entries = 1055
## Fetched day 2020-05-29: 1, success, num_entries = 1059
## Fetched day 2020-05-30: 1, success, num_entries = 1051
## Fetched day 2020-05-31: 1, success, num_entries = 1039
## Fetched day 2020-06-01: 1, success, num_entries = 1043
## Fetched day 2020-06-02: 1, success, num_entries = 1034
## Fetched day 2020-06-03: 1, success, num_entries = 1024
## Fetched day 2020-06-04: 1, success, num_entries = 1024
## Fetched day 2020-06-05: 1, success, num_entries = 1016
## Fetched day 2020-06-06: 1, success, num_entries = 993
## Fetched day 2020-06-07: 1, success, num_entries = 1002
## Fetched day 2020-06-08: 1, success, num_entries = 988
## Fetched day 2020-06-09: 1, success, num_entries = 965
## Fetched day 2020-06-10: 1, success, num_entries = 950
## Fetched day 2020-06-11: 1, success, num_entries = 942
## Fetched day 2020-06-12: 1, success, num_entries = 964
## Fetched day 2020-06-13: 1, success, num_entries = 978
## Fetched day 2020-06-14: 1, success, num_entries = 983
## Fetched day 2020-06-15: 1, success, num_entries = 981
## Fetched day 2020-06-16: 1, success, num_entries = 994
## Fetched day 2020-06-17: 1, success, num_entries = 987
## Fetched day 2020-06-18: 1, success, num_entries = 979
## Fetched day 2020-06-19: 1, success, num_entries = 940
## Fetched day 2020-06-20: 1, success, num_entries = 910
## Fetched day 2020-06-21: 1, success, num_entries = 885
## Fetched day 2020-06-22: 1, success, num_entries = 859
## Fetched day 2020-06-23: 1, success, num_entries = 849
## Fetched day 2020-06-24: 1, success, num_entries = 836
## Fetched day 2020-06-25: 1, success, num_entries = 829
## Fetched day 2020-06-26: 1, success, num_entries = 848
## Fetched day 2020-06-27: 1, success, num_entries = 861
## Fetched day 2020-06-28: 1, success, num_entries = 870
## Fetched day 2020-06-29: 1, success, num_entries = 885
## Fetched day 2020-06-30: 1, success, num_entries = 896
## Fetched day 2020-07-01: 1, success, num_entries = 900
## Fetched day 2020-07-02: 1, success, num_entries = 915
## Fetched day 2020-07-03: 1, success, num_entries = 909
## Fetched day 2020-07-04: 1, success, num_entries = 921
## Fetched day 2020-07-05: 1, success, num_entries = 924
## Fetched day 2020-07-06: 1, success, num_entries = 927
## Fetched day 2020-07-07: 1, success, num_entries = 933
## Fetched day 2020-07-08: 1, success, num_entries = 958
## Fetched day 2020-07-09: 1, success, num_entries = 963
## Fetched day 2020-07-10: 1, success, num_entries = 982
## Fetched day 2020-07-11: 1, success, num_entries = 990
## Fetched day 2020-07-12: 1, success, num_entries = 1001
## Fetched day 2020-07-13: 1, success, num_entries = 1002
## Fetched day 2020-07-14: 1, success, num_entries = 992
## Fetched day 2020-07-15: 1, success, num_entries = 980
## Fetched day 2020-07-16: 1, success, num_entries = 981
## Fetched day 2020-07-17: 1, success, num_entries = 976
## Fetched day 2020-07-18: 1, success, num_entries = 967
## Fetched day 2020-07-19: 1, success, num_entries = 968
## Fetched day 2020-07-20: 1, success, num_entries = 958
## Fetched day 2020-07-21: 1, success, num_entries = 944
## Fetched day 2020-07-22: 1, success, num_entries = 929
## Fetched day 2020-07-23: 1, success, num_entries = 914
## Fetched day 2020-07-24: 1, success, num_entries = 887
## Fetched day 2020-07-25: 1, success, num_entries = 882
## Fetched day 2020-07-26: 1, success, num_entries = 868
## Fetched day 2020-07-27: 1, success, num_entries = 863
## Fetched day 2020-07-28: 1, success, num_entries = 853
## Fetched day 2020-07-29: 1, success, num_entries = 854
## Fetched day 2020-07-30: 1, success, num_entries = 842
## Fetched day 2020-07-31: 1, success, num_entries = 834
## Fetched day 2020-08-01: 1, success, num_entries = 839
## Fetched day 2020-08-02: 1, success, num_entries = 840
## Fetched day 2020-08-03: 1, success, num_entries = 845
## Fetched day 2020-08-04: 1, success, num_entries = 845
## Fetched day 2020-08-05: 1, success, num_entries = 846
## Fetched day 2020-08-06: 1, success, num_entries = 849
## Fetched day 2020-08-07: 1, success, num_entries = 851
## Fetched day 2020-08-08: 1, success, num_entries = 844
## Fetched day 2020-08-09: 1, success, num_entries = 835
## Fetched day 2020-08-10: 1, success, num_entries = 831
## Fetched day 2020-08-11: 1, success, num_entries = 820
## Fetched day 2020-08-12: 1, success, num_entries = 810
## Fetched day 2020-08-13: 1, success, num_entries = 797
## Fetched day 2020-08-14: 1, success, num_entries = 785
## Fetched day 2020-08-15: 1, success, num_entries = 778
## Fetched day 2020-08-16: 1, success, num_entries = 772
## Fetched day 2020-08-17: 1, success, num_entries = 759
## Fetched day 2020-08-18: 1, success, num_entries = 753
## Fetched day 2020-08-19: 1, success, num_entries = 752
## Fetched day 2020-08-20: 1, success, num_entries = 751
## Fetched day 2020-08-21: 1, success, num_entries = 737
## Fetched day 2020-08-22: 1, success, num_entries = 731
## Fetched day 2020-08-23: 1, success, num_entries = 723
## Fetched day 2020-08-24: 1, success, num_entries = 713
## Fetched day 2020-08-25: 1, success, num_entries = 702
## Fetched day 2020-08-26: 1, success, num_entries = 691
## Fetched day 2020-08-27: 1, success, num_entries = 679
## Fetched day 2020-08-28: 1, success, num_entries = 673
## Fetched day 2020-08-29: 1, success, num_entries = 666
## Fetched day 2020-08-30: 1, success, num_entries = 663
## Fetched day 2020-08-31: 1, success, num_entries = 662
## Fetched day 2020-09-01: 1, success, num_entries = 656
## Fetched day 2020-09-02: 1, success, num_entries = 663
## Fetched day 2020-09-03: 1, success, num_entries = 667
## Fetched day 2020-09-04: 1, success, num_entries = 666
## Fetched day 2020-09-05: 1, success, num_entries = 660
## Fetched day 2020-09-06: 1, success, num_entries = 658
## Fetched day 2020-09-07: 1, success, num_entries = 661
## Fetched day 2020-09-08: 1, success, num_entries = 663
## Fetched day 2020-09-09: 1, success, num_entries = 659
## Fetched day 2020-09-10: 1, success, num_entries = 660
## Fetched day 2020-09-11: 1, success, num_entries = 671
## Fetched day 2020-09-12: 1, success, num_entries = 685
## Fetched day 2020-09-13: 1, success, num_entries = 702
## Fetched day 2020-09-14: 1, success, num_entries = 710
## Fetched day 2020-09-15: 1, success, num_entries = 707
## Fetched day 2020-09-16: 1, success, num_entries = 704
## Fetched day 2020-09-17: 1, success, num_entries = 699
## Fetched day 2020-09-18: 1, success, num_entries = 681
## Fetched day 2020-09-19: 1, success, num_entries = 667
## Fetched day 2020-09-20: 1, success, num_entries = 658
## Fetched day 2020-09-21: 1, success, num_entries = 651
## Fetched day 2020-09-22: 1, success, num_entries = 642
## Fetched day 2020-09-23: 1, success, num_entries = 634
## Fetched day 2020-09-24: 1, success, num_entries = 631
## Fetched day 2020-09-25: 1, success, num_entries = 621
## Fetched day 2020-09-26: 1, success, num_entries = 621
## Fetched day 2020-09-27: 1, success, num_entries = 622
## Fetched day 2020-09-28: 1, success, num_entries = 630
## Fetched day 2020-09-29: 1, success, num_entries = 632
## Fetched day 2020-09-30: 1, success, num_entries = 624
## Fetched day 2020-10-01: 1, success, num_entries = 629
## Fetched day 2020-10-02: 1, success, num_entries = 638
## Fetched day 2020-10-03: 1, success, num_entries = 646
## Fetched day 2020-10-04: 1, success, num_entries = 647
## Fetched day 2020-10-05: 1, success, num_entries = 643
## Fetched day 2020-10-06: 1, success, num_entries = 651
## Fetched day 2020-10-07: 1, success, num_entries = 660
## Fetched day 2020-10-08: 1, success, num_entries = 665
## Fetched day 2020-10-09: 1, success, num_entries = 659
## Fetched day 2020-10-10: 1, success, num_entries = 656
## Fetched day 2020-10-11: 1, success, num_entries = 655
## Fetched day 2020-10-12: 1, success, num_entries = 647
## Fetched day 2020-10-13: 1, success, num_entries = 632
## Fetched day 2020-10-14: 1, success, num_entries = 623
## Fetched day 2020-10-15: 1, success, num_entries = 614
## Fetched day 2020-10-16: 1, success, num_entries = 607
## Fetched day 2020-10-17: 1, success, num_entries = 602
## Fetched day 2020-10-18: 1, success, num_entries = 597
## Fetched day 2020-10-19: 1, success, num_entries = 599
## Fetched day 2020-10-20: 1, success, num_entries = 593
## Fetched day 2020-10-21: 1, success, num_entries = 581
## Fetched day 2020-10-22: 1, success, num_entries = 579
## Fetched day 2020-10-23: 1, success, num_entries = 577
## Fetched day 2020-10-24: 1, success, num_entries = 571
## Fetched day 2020-10-25: 1, success, num_entries = 576
## Fetched day 2020-10-26: 1, success, num_entries = 566
## Fetched day 2020-10-27: 1, success, num_entries = 548
## Fetched day 2020-10-28: 1, success, num_entries = 544
## Fetched day 2020-10-29: 1, success, num_entries = 522
## Fetched day 2020-10-30: 1, success, num_entries = 499
## Fetched day 2020-10-31: 1, success, num_entries = 499
## Fetched day 2020-11-01: 1, success, num_entries = 503
## Fetched day 2020-11-02: 1, success, num_entries = 508
## Fetched day 2020-11-03: 1, success, num_entries = 516
## Fetched day 2020-11-04: 1, success, num_entries = 493
## Fetched day 2020-11-05: 1, success, num_entries = 485
## Fetched day 2020-11-06: 1, success, num_entries = 488
## Fetched day 2020-11-07: 1, success, num_entries = 460
## Fetched day 2020-11-08: 1, success, num_entries = 422
## Fetched day 2020-11-09: 1, success, num_entries = 399
## Fetched day 2020-11-10: 1, success, num_entries = 433
## Fetched day 2020-11-11: 1, success, num_entries = 489
## Fetched day 2020-11-12: 1, success, num_entries = 530
## Fetched day 2020-11-13: 1, success, num_entries = 543
## Fetched day 2020-11-14: 1, success, num_entries = 590
## Fetched day 2020-11-15: 1, success, num_entries = 624
## Fetched day 2020-11-16: 1, success, num_entries = 646
## Fetched day 2020-11-17: 1, success, num_entries = 640
## Fetched day 2020-11-18: 1, success, num_entries = 643
## Fetched day 2020-11-19: 1, success, num_entries = 648
## Fetched day 2020-11-20: 1, success, num_entries = 655
## Fetched day 2020-11-21: 1, success, num_entries = 662
## Fetched day 2020-04-15: 1, success, num_entries = 84
## Fetched day 2020-04-16: 1, success, num_entries = 290
## Fetched day 2020-04-17: 1, success, num_entries = 387
## Fetched day 2020-04-18: 1, success, num_entries = 480
## Fetched day 2020-04-19: 1, success, num_entries = 567
## Fetched day 2020-04-20: 1, success, num_entries = 642
## Fetched day 2020-04-21: 1, success, num_entries = 717
## Fetched day 2020-04-22: 1, success, num_entries = 755
## Fetched day 2020-04-23: 1, success, num_entries = 757
## Fetched day 2020-04-24: 1, success, num_entries = 796
## Fetched day 2020-04-25: 1, success, num_entries = 846
## Fetched day 2020-04-26: 1, success, num_entries = 888
## Fetched day 2020-04-27: 1, success, num_entries = 903
## Fetched day 2020-04-28: 1, success, num_entries = 968
## Fetched day 2020-04-29: 1, success, num_entries = 975
## Fetched day 2020-04-30: 1, success, num_entries = 1041
## Fetched day 2020-05-01: 1, success, num_entries = 1049
## Fetched day 2020-05-02: 1, success, num_entries = 1028
## Fetched day 2020-05-03: 1, success, num_entries = 1024
## Fetched day 2020-05-04: 1, success, num_entries = 1025
## Fetched day 2020-05-05: 1, success, num_entries = 1001
## Fetched day 2020-05-06: 1, success, num_entries = 993
## Fetched day 2020-05-07: 1, success, num_entries = 965
## Fetched day 2020-05-08: 1, success, num_entries = 861
## Fetched day 2020-05-09: 1, success, num_entries = 872
## Fetched day 2020-05-10: 1, success, num_entries = 869
## Fetched day 2020-05-11: 1, success, num_entries = 882
## Fetched day 2020-05-12: 1, success, num_entries = 850
## Fetched day 2020-05-13: 1, success, num_entries = 820
## Fetched day 2020-05-14: 1, success, num_entries = 861
## Fetched day 2020-05-15: 1, success, num_entries = 933
## Fetched day 2020-05-16: 1, success, num_entries = 963
## Fetched day 2020-05-17: 1, success, num_entries = 994
## Fetched day 2020-05-18: 1, success, num_entries = 1007
## Fetched day 2020-05-19: 1, success, num_entries = 984
## Fetched day 2020-05-20: 1, success, num_entries = 1071
## Fetched day 2020-05-21: 1, success, num_entries = 1073
## Fetched day 2020-05-22: 1, success, num_entries = 1056
## Fetched day 2020-05-23: 1, success, num_entries = 1062
## Fetched day 2020-05-24: 1, success, num_entries = 1053
## Fetched day 2020-05-25: 1, success, num_entries = 1068
## Fetched day 2020-05-26: 1, success, num_entries = 1088
## Fetched day 2020-05-27: 1, success, num_entries = 1074
## Fetched day 2020-05-28: 1, success, num_entries = 1069
## Fetched day 2020-05-29: 1, success, num_entries = 1066
## Fetched day 2020-05-30: 1, success, num_entries = 1058
## Fetched day 2020-05-31: 1, success, num_entries = 1054
## Fetched day 2020-06-01: 1, success, num_entries = 1053
## Fetched day 2020-06-02: 1, success, num_entries = 1049
## Fetched day 2020-06-03: 1, success, num_entries = 1047
## Fetched day 2020-06-04: 1, success, num_entries = 1042
## Fetched day 2020-06-05: 1, success, num_entries = 1030
## Fetched day 2020-06-06: 1, success, num_entries = 987
## Fetched day 2020-06-07: 1, success, num_entries = 1008
## Fetched day 2020-06-08: 1, success, num_entries = 998
## Fetched day 2020-06-09: 1, success, num_entries = 970
## Fetched day 2020-06-10: 1, success, num_entries = 975
## Fetched day 2020-06-11: 1, success, num_entries = 969
## Fetched day 2020-06-12: 1, success, num_entries = 987
## Fetched day 2020-06-13: 1, success, num_entries = 996
## Fetched day 2020-06-14: 1, success, num_entries = 1002
## Fetched day 2020-06-15: 1, success, num_entries = 999
## Fetched day 2020-06-16: 1, success, num_entries = 1013
## Fetched day 2020-06-17: 1, success, num_entries = 1011
## Fetched day 2020-06-18: 1, success, num_entries = 985
## Fetched day 2020-06-19: 1, success, num_entries = 938
## Fetched day 2020-06-20: 1, success, num_entries = 917
## Fetched day 2020-06-21: 1, success, num_entries = 886
## Fetched day 2020-06-22: 1, success, num_entries = 867
## Fetched day 2020-06-23: 1, success, num_entries = 868
## Fetched day 2020-06-24: 1, success, num_entries = 861
## Fetched day 2020-06-25: 1, success, num_entries = 853
## Fetched day 2020-06-26: 1, success, num_entries = 871
## Fetched day 2020-06-27: 1, success, num_entries = 880
## Fetched day 2020-06-28: 1, success, num_entries = 891
## Fetched day 2020-06-29: 1, success, num_entries = 904
## Fetched day 2020-06-30: 1, success, num_entries = 912
## Fetched day 2020-07-01: 1, success, num_entries = 921
## Fetched day 2020-07-02: 1, success, num_entries = 923
## Fetched day 2020-07-03: 1, success, num_entries = 916
## Fetched day 2020-07-04: 1, success, num_entries = 926
## Fetched day 2020-07-05: 1, success, num_entries = 934
## Fetched day 2020-07-06: 1, success, num_entries = 949
## Fetched day 2020-07-07: 1, success, num_entries = 964
## Fetched day 2020-07-08: 1, success, num_entries = 993
## Fetched day 2020-07-09: 1, success, num_entries = 978
## Fetched day 2020-07-10: 1, success, num_entries = 993
## Fetched day 2020-07-11: 1, success, num_entries = 999
## Fetched day 2020-07-12: 1, success, num_entries = 1015
## Fetched day 2020-07-13: 1, success, num_entries = 1017
## Fetched day 2020-07-14: 1, success, num_entries = 1007
## Fetched day 2020-07-15: 1, success, num_entries = 992
## Fetched day 2020-07-16: 1, success, num_entries = 999
## Fetched day 2020-07-17: 1, success, num_entries = 989
## Fetched day 2020-07-18: 1, success, num_entries = 975
## Fetched day 2020-07-19: 1, success, num_entries = 980
## Fetched day 2020-07-20: 1, success, num_entries = 973
## Fetched day 2020-07-21: 1, success, num_entries = 955
## Fetched day 2020-07-22: 1, success, num_entries = 939
## Fetched day 2020-07-23: 1, success, num_entries = 929
## Fetched day 2020-07-24: 1, success, num_entries = 906
## Fetched day 2020-07-25: 1, success, num_entries = 903
## Fetched day 2020-07-26: 1, success, num_entries = 887
## Fetched day 2020-07-27: 1, success, num_entries = 883
## Fetched day 2020-07-28: 1, success, num_entries = 870
## Fetched day 2020-07-29: 1, success, num_entries = 877
## Fetched day 2020-07-30: 1, success, num_entries = 860
## Fetched day 2020-07-31: 1, success, num_entries = 853
## Fetched day 2020-08-01: 1, success, num_entries = 850
## Fetched day 2020-08-02: 1, success, num_entries = 866
## Fetched day 2020-08-03: 1, success, num_entries = 862
## Fetched day 2020-08-04: 1, success, num_entries = 853
## Fetched day 2020-08-05: 1, success, num_entries = 865
## Fetched day 2020-08-06: 1, success, num_entries = 861
## Fetched day 2020-08-07: 1, success, num_entries = 865
## Fetched day 2020-08-08: 1, success, num_entries = 847
## Fetched day 2020-08-09: 1, success, num_entries = 847
## Fetched day 2020-08-10: 1, success, num_entries = 841
## Fetched day 2020-08-11: 1, success, num_entries = 835
## Fetched day 2020-08-12: 1, success, num_entries = 821
## Fetched day 2020-08-13: 1, success, num_entries = 809
## Fetched day 2020-08-14: 1, success, num_entries = 794
## Fetched day 2020-08-15: 1, success, num_entries = 791
## Fetched day 2020-08-16: 1, success, num_entries = 792
## Fetched day 2020-08-17: 1, success, num_entries = 775
## Fetched day 2020-08-18: 1, success, num_entries = 767
## Fetched day 2020-08-19: 1, success, num_entries = 758
## Fetched day 2020-08-20: 1, success, num_entries = 758
## Fetched day 2020-08-21: 1, success, num_entries = 758
## Fetched day 2020-08-22: 1, success, num_entries = 746
## Fetched day 2020-08-23: 1, success, num_entries = 736
## Fetched day 2020-08-24: 1, success, num_entries = 725
## Fetched day 2020-08-25: 1, success, num_entries = 705
## Fetched day 2020-08-26: 1, success, num_entries = 696
## Fetched day 2020-08-27: 1, success, num_entries = 693
## Fetched day 2020-08-28: 1, success, num_entries = 688
## Fetched day 2020-08-29: 1, success, num_entries = 675
## Fetched day 2020-08-30: 1, success, num_entries = 678
## Fetched day 2020-08-31: 1, success, num_entries = 672
## Fetched day 2020-09-01: 1, success, num_entries = 682
## Fetched day 2020-09-02: 1, success, num_entries = 656
## Fetched day 2020-09-03: 1, success, num_entries = 659
## Fetched day 2020-09-04: 1, success, num_entries = 661
## Fetched day 2020-09-05: 1, success, num_entries = 651
## Fetched day 2020-09-06: 1, success, num_entries = 650
## Fetched day 2020-09-07: 1, success, num_entries = 657
## Fetched day 2020-09-08: 1, success, num_entries = 649
## Fetched day 2020-09-09: 1, success, num_entries = 644
## Fetched day 2020-09-10: 1, success, num_entries = 649
## Fetched day 2020-09-11: 1, success, num_entries = 658
## Fetched day 2020-09-12: 1, success, num_entries = 665
## Fetched day 2020-09-13: 1, success, num_entries = 680
## Fetched day 2020-09-14: 1, success, num_entries = 683
## Fetched day 2020-09-15: 1, success, num_entries = 685
## Fetched day 2020-09-16: 1, success, num_entries = 689
## Fetched day 2020-09-17: 1, success, num_entries = 667
## Fetched day 2020-09-18: 1, success, num_entries = 655
## Fetched day 2020-09-19: 1, success, num_entries = 649
## Fetched day 2020-09-20: 1, success, num_entries = 631
## Fetched day 2020-09-21: 1, success, num_entries = 622
## Fetched day 2020-09-22: 1, success, num_entries = 618
## Fetched day 2020-09-23: 1, success, num_entries = 613
## Fetched day 2020-09-24: 1, success, num_entries = 604
## Fetched day 2020-09-25: 1, success, num_entries = 603
## Fetched day 2020-09-26: 1, success, num_entries = 599
## Fetched day 2020-09-27: 1, success, num_entries = 602
## Fetched day 2020-09-28: 1, success, num_entries = 599
## Fetched day 2020-09-29: 1, success, num_entries = 606
## Fetched day 2020-09-30: 1, success, num_entries = 601
## Fetched day 2020-10-01: 1, success, num_entries = 602
## Fetched day 2020-10-02: 1, success, num_entries = 611
## Fetched day 2020-10-03: 1, success, num_entries = 617
## Fetched day 2020-10-04: 1, success, num_entries = 623
## Fetched day 2020-10-05: 1, success, num_entries = 619
## Fetched day 2020-10-06: 1, success, num_entries = 631
## Fetched day 2020-10-07: 1, success, num_entries = 640
## Fetched day 2020-10-08: 1, success, num_entries = 639
## Fetched day 2020-10-09: 1, success, num_entries = 634
## Fetched day 2020-10-10: 1, success, num_entries = 626
## Fetched day 2020-10-11: 1, success, num_entries = 619
## Fetched day 2020-10-12: 1, success, num_entries = 613
## Fetched day 2020-10-13: 1, success, num_entries = 595
## Fetched day 2020-10-14: 1, success, num_entries = 592
## Fetched day 2020-10-15: 1, success, num_entries = 589
## Fetched day 2020-10-16: 1, success, num_entries = 580
## Fetched day 2020-10-17: 1, success, num_entries = 577
## Fetched day 2020-10-18: 1, success, num_entries = 571
## Fetched day 2020-10-19: 1, success, num_entries = 570
## Fetched day 2020-10-20: 1, success, num_entries = 567
## Fetched day 2020-10-21: 1, success, num_entries = 560
## Fetched day 2020-10-22: 1, success, num_entries = 553
## Fetched day 2020-10-23: 1, success, num_entries = 551
## Fetched day 2020-10-24: 1, success, num_entries = 547
## Fetched day 2020-10-25: 1, success, num_entries = 548
## Fetched day 2020-10-26: 1, success, num_entries = 544
## Fetched day 2020-10-27: 1, success, num_entries = 537
## Fetched day 2020-10-28: 1, success, num_entries = 516
## Fetched day 2020-10-29: 1, success, num_entries = 493
## Fetched day 2020-10-30: 1, success, num_entries = 476
## Fetched day 2020-10-31: 1, success, num_entries = 470
## Fetched day 2020-11-01: 1, success, num_entries = 479
## Fetched day 2020-11-02: 1, success, num_entries = 482
## Fetched day 2020-11-03: 1, success, num_entries = 488
## Fetched day 2020-11-04: 1, success, num_entries = 465
## Fetched day 2020-11-05: 1, success, num_entries = 453
## Fetched day 2020-11-06: 1, success, num_entries = 472
## Fetched day 2020-11-07: 1, success, num_entries = 434
## Fetched day 2020-11-08: 1, success, num_entries = 402
## Fetched day 2020-11-09: 1, success, num_entries = 385
## Fetched day 2020-11-10: 1, success, num_entries = 410
## Fetched day 2020-11-11: 1, success, num_entries = 462
## Fetched day 2020-11-12: 1, success, num_entries = 505
## Fetched day 2020-11-13: 1, success, num_entries = 521
## Fetched day 2020-11-14: 1, success, num_entries = 562
## Fetched day 2020-11-15: 1, success, num_entries = 602
## Fetched day 2020-11-16: 1, success, num_entries = 612
## Fetched day 2020-11-17: 1, success, num_entries = 610
## Fetched day 2020-11-18: 1, success, num_entries = 614
## Fetched day 2020-11-19: 1, success, num_entries = 619
## Fetched day 2020-11-20: 1, success, num_entries = 628
## Fetched day 2020-11-21: 1, success, num_entries = 629
## Fetched day 2020-04-15: 1, success, num_entries = 360
## Fetched day 2020-04-16: 1, success, num_entries = 358
## Fetched day 2020-04-17: 1, success, num_entries = 361
## Fetched day 2020-04-18: 1, success, num_entries = 361
## Fetched day 2020-04-19: 1, success, num_entries = 361
## Fetched day 2020-04-20: 1, success, num_entries = 367
## Fetched day 2020-04-21: 1, success, num_entries = 374
## Fetched day 2020-04-22: 1, success, num_entries = 384
## Fetched day 2020-04-23: 1, success, num_entries = 394
## Fetched day 2020-04-24: 1, success, num_entries = 396
## Fetched day 2020-04-25: 1, success, num_entries = 404
## Fetched day 2020-04-26: 1, success, num_entries = 410
## Fetched day 2020-04-27: 1, success, num_entries = 413
## Fetched day 2020-04-28: 1, success, num_entries = 422
## Fetched day 2020-04-29: 1, success, num_entries = 427
## Fetched day 2020-04-30: 1, success, num_entries = 441
## Fetched day 2020-05-01: 1, success, num_entries = 446
## Fetched day 2020-05-02: 1, success, num_entries = 469
## Fetched day 2020-05-03: 1, success, num_entries = 488
## Fetched day 2020-05-04: 1, success, num_entries = 501
## Fetched day 2020-05-05: 1, success, num_entries = 526
## Fetched day 2020-05-06: 1, success, num_entries = 543
## Fetched day 2020-05-07: 1, success, num_entries = 572
## Fetched day 2020-05-08: 1, success, num_entries = 595
## Fetched day 2020-05-09: 1, success, num_entries = 619
## Fetched day 2020-05-10: 1, success, num_entries = 627
## Fetched day 2020-05-11: 1, success, num_entries = 638
## Fetched day 2020-05-12: 1, success, num_entries = 641
## Fetched day 2020-05-13: 1, success, num_entries = 650
## Fetched day 2020-05-14: 1, success, num_entries = 663
## Fetched day 2020-05-15: 1, success, num_entries = 684
## Fetched day 2020-05-16: 1, success, num_entries = 708
## Fetched day 2020-05-17: 1, success, num_entries = 719
## Fetched day 2020-05-18: 1, success, num_entries = 740
## Fetched day 2020-05-19: 1, success, num_entries = 755
## Fetched day 2020-05-20: 1, success, num_entries = 773
## Fetched day 2020-05-21: 1, success, num_entries = 788
## Fetched day 2020-05-22: 1, success, num_entries = 799
## Fetched day 2020-05-23: 1, success, num_entries = 805
## Fetched day 2020-05-24: 1, success, num_entries = 812
## Fetched day 2020-05-25: 1, success, num_entries = 815
## Fetched day 2020-05-26: 1, success, num_entries = 807
## Fetched day 2020-05-27: 1, success, num_entries = 797
## Fetched day 2020-05-28: 1, success, num_entries = 779
## Fetched day 2020-05-29: 1, success, num_entries = 752
## Fetched day 2020-05-30: 1, success, num_entries = 739
## Fetched day 2020-05-31: 1, success, num_entries = 705
## Fetched day 2020-06-01: 1, success, num_entries = 683
## Fetched day 2020-06-02: 1, success, num_entries = 669
## Fetched day 2020-06-03: 1, success, num_entries = 656
## Fetched day 2020-06-04: 1, success, num_entries = 645
## Fetched day 2020-06-05: 1, success, num_entries = 625
## Fetched day 2020-06-06: 1, success, num_entries = 598
## Fetched day 2020-06-07: 1, success, num_entries = 574
## Fetched day 2020-06-08: 1, success, num_entries = 554
## Fetched day 2020-06-09: 1, success, num_entries = 535
## Fetched day 2020-06-10: 1, success, num_entries = 518
## Fetched day 2020-06-11: 1, success, num_entries = 503
## Fetched day 2020-06-12: 1, success, num_entries = 492
## Fetched day 2020-06-13: 1, success, num_entries = 488
## Fetched day 2020-06-14: 1, success, num_entries = 481
## Fetched day 2020-06-15: 1, success, num_entries = 479
## Fetched day 2020-06-16: 1, success, num_entries = 480
## Fetched day 2020-06-17: 1, success, num_entries = 479
## Fetched day 2020-06-18: 1, success, num_entries = 480
## Fetched day 2020-06-19: 1, success, num_entries = 475
## Fetched day 2020-06-20: 1, success, num_entries = 474
## Fetched day 2020-06-21: 1, success, num_entries = 478
## Fetched day 2020-06-22: 1, success, num_entries = 482
## Fetched day 2020-06-23: 1, success, num_entries = 482
## Fetched day 2020-06-24: 1, success, num_entries = 481
## Fetched day 2020-06-25: 1, success, num_entries = 481
## Fetched day 2020-06-26: 1, success, num_entries = 480
## Fetched day 2020-06-27: 1, success, num_entries = 474
## Fetched day 2020-06-28: 1, success, num_entries = 472
## Fetched day 2020-06-29: 1, success, num_entries = 473
## Fetched day 2020-06-30: 1, success, num_entries = 478
## Fetched day 2020-07-01: 1, success, num_entries = 485
## Fetched day 2020-07-02: 1, success, num_entries = 485
## Fetched day 2020-07-03: 1, success, num_entries = 489
## Fetched day 2020-07-04: 1, success, num_entries = 494
## Fetched day 2020-07-05: 1, success, num_entries = 497
## Fetched day 2020-07-06: 1, success, num_entries = 504
## Fetched day 2020-07-07: 1, success, num_entries = 503
## Fetched day 2020-07-08: 1, success, num_entries = 509
## Fetched day 2020-07-09: 1, success, num_entries = 507
## Fetched day 2020-07-10: 1, success, num_entries = 506
## Fetched day 2020-07-11: 1, success, num_entries = 503
## Fetched day 2020-07-12: 1, success, num_entries = 498
## Fetched day 2020-07-13: 1, success, num_entries = 494
## Fetched day 2020-07-14: 1, success, num_entries = 490
## Fetched day 2020-07-15: 1, success, num_entries = 487
## Fetched day 2020-07-16: 1, success, num_entries = 489
## Fetched day 2020-07-17: 1, success, num_entries = 489
## Fetched day 2020-07-18: 1, success, num_entries = 495
## Fetched day 2020-07-19: 1, success, num_entries = 492
## Fetched day 2020-07-20: 1, success, num_entries = 490
## Fetched day 2020-07-21: 1, success, num_entries = 491
## Fetched day 2020-07-22: 1, success, num_entries = 490
## Fetched day 2020-07-23: 1, success, num_entries = 488
## Fetched day 2020-07-24: 1, success, num_entries = 489
## Fetched day 2020-07-25: 1, success, num_entries = 490
## Fetched day 2020-07-26: 1, success, num_entries = 484
## Fetched day 2020-07-27: 1, success, num_entries = 482
## Fetched day 2020-07-28: 1, success, num_entries = 488
## Fetched day 2020-07-29: 1, success, num_entries = 489
## Fetched day 2020-07-30: 1, success, num_entries = 488
## Fetched day 2020-07-31: 1, success, num_entries = 493
## Fetched day 2020-08-01: 1, success, num_entries = 488
## Fetched day 2020-08-02: 1, success, num_entries = 485
## Fetched day 2020-08-03: 1, success, num_entries = 488
## Fetched day 2020-08-04: 1, success, num_entries = 487
## Fetched day 2020-08-05: 1, success, num_entries = 492
## Fetched day 2020-08-06: 1, success, num_entries = 488
## Fetched day 2020-08-07: 1, success, num_entries = 484
## Fetched day 2020-08-08: 1, success, num_entries = 492
## Fetched day 2020-08-09: 1, success, num_entries = 491
## Fetched day 2020-08-10: 1, success, num_entries = 484
## Fetched day 2020-08-11: 1, success, num_entries = 485
## Fetched day 2020-08-12: 1, success, num_entries = 472
## Fetched day 2020-08-13: 1, success, num_entries = 470
## Fetched day 2020-08-14: 1, success, num_entries = 470
## Fetched day 2020-08-15: 1, success, num_entries = 469
## Fetched day 2020-08-16: 1, success, num_entries = 466
## Fetched day 2020-08-17: 1, success, num_entries = 464
## Fetched day 2020-08-18: 1, success, num_entries = 469
## Fetched day 2020-08-19: 1, success, num_entries = 475
## Fetched day 2020-08-20: 1, success, num_entries = 481
## Fetched day 2020-08-21: 1, success, num_entries = 480
## Fetched day 2020-08-22: 1, success, num_entries = 481
## Fetched day 2020-08-23: 1, success, num_entries = 479
## Fetched day 2020-08-24: 1, success, num_entries = 478
## Fetched day 2020-08-25: 1, success, num_entries = 483
## Fetched day 2020-08-26: 1, success, num_entries = 485
## Fetched day 2020-08-27: 1, success, num_entries = 479
## Fetched day 2020-08-28: 1, success, num_entries = 483
## Fetched day 2020-08-29: 1, success, num_entries = 478
## Fetched day 2020-08-30: 1, success, num_entries = 471
## Fetched day 2020-08-31: 1, success, num_entries = 466
## Fetched day 2020-09-01: 1, success, num_entries = 470
## Fetched day 2020-09-02: 1, success, num_entries = 470
## Fetched day 2020-09-03: 1, success, num_entries = 471
## Fetched day 2020-09-04: 1, success, num_entries = 467
## Fetched day 2020-09-05: 1, success, num_entries = 472
## Fetched day 2020-09-06: 1, success, num_entries = 474
## Fetched day 2020-09-07: 1, success, num_entries = 474
## Fetched day 2020-09-08: 1, success, num_entries = 476
## Fetched day 2020-09-09: 1, success, num_entries = 480
## Fetched day 2020-09-10: 1, success, num_entries = 477
## Fetched day 2020-09-11: 1, success, num_entries = 472
## Fetched day 2020-09-12: 1, success, num_entries = 464
## Fetched day 2020-09-13: 1, success, num_entries = 458
## Fetched day 2020-09-14: 1, success, num_entries = 457
## Fetched day 2020-09-15: 1, success, num_entries = 462
## Fetched day 2020-09-16: 1, success, num_entries = 464
## Fetched day 2020-09-17: 1, success, num_entries = 465
## Fetched day 2020-09-18: 1, success, num_entries = 471
## Fetched day 2020-09-19: 1, success, num_entries = 471
## Fetched day 2020-09-20: 1, success, num_entries = 474
## Fetched day 2020-09-21: 1, success, num_entries = 481
## Fetched day 2020-09-22: 1, success, num_entries = 490
## Fetched day 2020-09-23: 1, success, num_entries = 493
## Fetched day 2020-09-24: 1, success, num_entries = 492
## Fetched day 2020-09-25: 1, success, num_entries = 488
## Fetched day 2020-09-26: 1, success, num_entries = 487
## Fetched day 2020-09-27: 1, success, num_entries = 488
## Fetched day 2020-09-28: 1, success, num_entries = 487
## Fetched day 2020-09-29: 1, success, num_entries = 487
## Fetched day 2020-09-30: 1, success, num_entries = 484
## Fetched day 2020-10-01: 1, success, num_entries = 489
## Fetched day 2020-10-02: 1, success, num_entries = 495
## Fetched day 2020-10-03: 1, success, num_entries = 502
## Fetched day 2020-10-04: 1, success, num_entries = 508
## Fetched day 2020-10-05: 1, success, num_entries = 513
## Fetched day 2020-10-06: 1, success, num_entries = 521
## Fetched day 2020-10-07: 1, success, num_entries = 523
## Fetched day 2020-10-08: 1, success, num_entries = 531
## Fetched day 2020-10-09: 1, success, num_entries = 531
## Fetched day 2020-10-10: 1, success, num_entries = 525
## Fetched day 2020-10-11: 1, success, num_entries = 513
## Fetched day 2020-10-12: 1, success, num_entries = 507
## Fetched day 2020-10-13: 1, success, num_entries = 504
## Fetched day 2020-10-14: 1, success, num_entries = 501
## Fetched day 2020-10-15: 1, success, num_entries = 497
## Fetched day 2020-10-16: 1, success, num_entries = 487
## Fetched day 2020-10-17: 1, success, num_entries = 487
## Fetched day 2020-10-18: 1, success, num_entries = 488
## Fetched day 2020-10-19: 1, success, num_entries = 486
## Fetched day 2020-10-20: 1, success, num_entries = 485
## Fetched day 2020-10-21: 1, success, num_entries = 483
## Fetched day 2020-10-22: 1, success, num_entries = 481
## Fetched day 2020-10-23: 1, success, num_entries = 483
## Fetched day 2020-10-24: 1, success, num_entries = 483
## Fetched day 2020-10-25: 1, success, num_entries = 480
## Fetched day 2020-10-26: 1, success, num_entries = 473
## Fetched day 2020-10-27: 1, success, num_entries = 471
## Fetched day 2020-10-28: 1, success, num_entries = 466
## Fetched day 2020-10-29: 1, success, num_entries = 463
## Fetched day 2020-10-30: 1, success, num_entries = 460
## Fetched day 2020-10-31: 1, success, num_entries = 452
## Fetched day 2020-11-01: 1, success, num_entries = 446
## Fetched day 2020-11-02: 1, success, num_entries = 444
## Fetched day 2020-11-03: 1, success, num_entries = 443
## Fetched day 2020-11-04: 1, success, num_entries = 439
## Fetched day 2020-11-05: 1, success, num_entries = 433
## Fetched day 2020-11-06: 1, success, num_entries = 425
## Fetched day 2020-11-07: 1, success, num_entries = 422
## Fetched day 2020-11-08: 1, success, num_entries = 414
## Fetched day 2020-11-09: 1, success, num_entries = 409
## Fetched day 2020-11-10: 1, success, num_entries = 400
## Fetched day 2020-11-11: 1, success, num_entries = 385
## Fetched day 2020-11-12: 1, success, num_entries = 369
## Fetched day 2020-11-13: 1, success, num_entries = 363
## Fetched day 2020-11-14: 1, success, num_entries = 351
## Fetched day 2020-11-15: 1, success, num_entries = 344
## Fetched day 2020-11-16: 1, success, num_entries = 332
## Fetched day 2020-11-17: 1, success, num_entries = 319
## Fetched day 2020-11-18: 1, success, num_entries = 306
## Fetched day 2020-11-19: 1, success, num_entries = 290
## Fetched day 2020-04-15: 1, success, num_entries = 360
## Fetched day 2020-04-16: 1, success, num_entries = 358
## Fetched day 2020-04-17: 1, success, num_entries = 361
## Fetched day 2020-04-18: 1, success, num_entries = 361
## Fetched day 2020-04-19: 1, success, num_entries = 361
## Fetched day 2020-04-20: 1, success, num_entries = 367
## Fetched day 2020-04-21: 1, success, num_entries = 374
## Fetched day 2020-04-22: 1, success, num_entries = 384
## Fetched day 2020-04-23: 1, success, num_entries = 394
## Fetched day 2020-04-24: 1, success, num_entries = 396
## Fetched day 2020-04-25: 1, success, num_entries = 404
## Fetched day 2020-04-26: 1, success, num_entries = 410
## Fetched day 2020-04-27: 1, success, num_entries = 413
## Fetched day 2020-04-28: 1, success, num_entries = 422
## Fetched day 2020-04-29: 1, success, num_entries = 427
## Fetched day 2020-04-30: 1, success, num_entries = 441
## Fetched day 2020-05-01: 1, success, num_entries = 446
## Fetched day 2020-05-02: 1, success, num_entries = 469
## Fetched day 2020-05-03: 1, success, num_entries = 488
## Fetched day 2020-05-04: 1, success, num_entries = 501
## Fetched day 2020-05-05: 1, success, num_entries = 526
## Fetched day 2020-05-06: 1, success, num_entries = 543
## Fetched day 2020-05-07: 1, success, num_entries = 572
## Fetched day 2020-05-08: 1, success, num_entries = 595
## Fetched day 2020-05-09: 1, success, num_entries = 619
## Fetched day 2020-05-10: 1, success, num_entries = 627
## Fetched day 2020-05-11: 1, success, num_entries = 638
## Fetched day 2020-05-12: 1, success, num_entries = 641
## Fetched day 2020-05-13: 1, success, num_entries = 650
## Fetched day 2020-05-14: 1, success, num_entries = 663
## Fetched day 2020-05-15: 1, success, num_entries = 684
## Fetched day 2020-05-16: 1, success, num_entries = 708
## Fetched day 2020-05-17: 1, success, num_entries = 719
## Fetched day 2020-05-18: 1, success, num_entries = 740
## Fetched day 2020-05-19: 1, success, num_entries = 755
## Fetched day 2020-05-20: 1, success, num_entries = 773
## Fetched day 2020-05-21: 1, success, num_entries = 788
## Fetched day 2020-05-22: 1, success, num_entries = 799
## Fetched day 2020-05-23: 1, success, num_entries = 805
## Fetched day 2020-05-24: 1, success, num_entries = 812
## Fetched day 2020-05-25: 1, success, num_entries = 815
## Fetched day 2020-05-26: 1, success, num_entries = 807
## Fetched day 2020-05-27: 1, success, num_entries = 797
## Fetched day 2020-05-28: 1, success, num_entries = 779
## Fetched day 2020-05-29: 1, success, num_entries = 752
## Fetched day 2020-05-30: 1, success, num_entries = 739
## Fetched day 2020-05-31: 1, success, num_entries = 705
## Fetched day 2020-06-01: 1, success, num_entries = 683
## Fetched day 2020-06-02: 1, success, num_entries = 669
## Fetched day 2020-06-03: 1, success, num_entries = 656
## Fetched day 2020-06-04: 1, success, num_entries = 645
## Fetched day 2020-06-05: 1, success, num_entries = 625
## Fetched day 2020-06-06: 1, success, num_entries = 598
## Fetched day 2020-06-07: 1, success, num_entries = 574
## Fetched day 2020-06-08: 1, success, num_entries = 554
## Fetched day 2020-06-09: 1, success, num_entries = 535
## Fetched day 2020-06-10: 1, success, num_entries = 518
## Fetched day 2020-06-11: 1, success, num_entries = 503
## Fetched day 2020-06-12: 1, success, num_entries = 492
## Fetched day 2020-06-13: 1, success, num_entries = 488
## Fetched day 2020-06-14: 1, success, num_entries = 481
## Fetched day 2020-06-15: 1, success, num_entries = 479
## Fetched day 2020-06-16: 1, success, num_entries = 480
## Fetched day 2020-06-17: 1, success, num_entries = 479
## Fetched day 2020-06-18: 1, success, num_entries = 480
## Fetched day 2020-06-19: 1, success, num_entries = 475
## Fetched day 2020-06-20: 1, success, num_entries = 474
## Fetched day 2020-06-21: 1, success, num_entries = 478
## Fetched day 2020-06-22: 1, success, num_entries = 482
## Fetched day 2020-06-23: 1, success, num_entries = 482
## Fetched day 2020-06-24: 1, success, num_entries = 481
## Fetched day 2020-06-25: 1, success, num_entries = 481
## Fetched day 2020-06-26: 1, success, num_entries = 480
## Fetched day 2020-06-27: 1, success, num_entries = 474
## Fetched day 2020-06-28: 1, success, num_entries = 472
## Fetched day 2020-06-29: 1, success, num_entries = 473
## Fetched day 2020-06-30: 1, success, num_entries = 478
## Fetched day 2020-07-01: 1, success, num_entries = 485
## Fetched day 2020-07-02: 1, success, num_entries = 485
## Fetched day 2020-07-03: 1, success, num_entries = 489
## Fetched day 2020-07-04: 1, success, num_entries = 494
## Fetched day 2020-07-05: 1, success, num_entries = 497
## Fetched day 2020-07-06: 1, success, num_entries = 504
## Fetched day 2020-07-07: 1, success, num_entries = 503
## Fetched day 2020-07-08: 1, success, num_entries = 509
## Fetched day 2020-07-09: 1, success, num_entries = 507
## Fetched day 2020-07-10: 1, success, num_entries = 506
## Fetched day 2020-07-11: 1, success, num_entries = 503
## Fetched day 2020-07-12: 1, success, num_entries = 498
## Fetched day 2020-07-13: 1, success, num_entries = 494
## Fetched day 2020-07-14: 1, success, num_entries = 490
## Fetched day 2020-07-15: 1, success, num_entries = 487
## Fetched day 2020-07-16: 1, success, num_entries = 489
## Fetched day 2020-07-17: 1, success, num_entries = 489
## Fetched day 2020-07-18: 1, success, num_entries = 495
## Fetched day 2020-07-19: 1, success, num_entries = 492
## Fetched day 2020-07-20: 1, success, num_entries = 490
## Fetched day 2020-07-21: 1, success, num_entries = 491
## Fetched day 2020-07-22: 1, success, num_entries = 490
## Fetched day 2020-07-23: 1, success, num_entries = 488
## Fetched day 2020-07-24: 1, success, num_entries = 489
## Fetched day 2020-07-25: 1, success, num_entries = 490
## Fetched day 2020-07-26: 1, success, num_entries = 484
## Fetched day 2020-07-27: 1, success, num_entries = 482
## Fetched day 2020-07-28: 1, success, num_entries = 488
## Fetched day 2020-07-29: 1, success, num_entries = 489
## Fetched day 2020-07-30: 1, success, num_entries = 488
## Fetched day 2020-07-31: 1, success, num_entries = 493
## Fetched day 2020-08-01: 1, success, num_entries = 488
## Fetched day 2020-08-02: 1, success, num_entries = 485
## Fetched day 2020-08-03: 1, success, num_entries = 488
## Fetched day 2020-08-04: 1, success, num_entries = 487
## Fetched day 2020-08-05: 1, success, num_entries = 492
## Fetched day 2020-08-06: 1, success, num_entries = 488
## Fetched day 2020-08-07: 1, success, num_entries = 484
## Fetched day 2020-08-08: 1, success, num_entries = 492
## Fetched day 2020-08-09: 1, success, num_entries = 491
## Fetched day 2020-08-10: 1, success, num_entries = 484
## Fetched day 2020-08-11: 1, success, num_entries = 485
## Fetched day 2020-08-12: 1, success, num_entries = 472
## Fetched day 2020-08-13: 1, success, num_entries = 470
## Fetched day 2020-08-14: 1, success, num_entries = 470
## Fetched day 2020-08-15: 1, success, num_entries = 469
## Fetched day 2020-08-16: 1, success, num_entries = 466
## Fetched day 2020-08-17: 1, success, num_entries = 464
## Fetched day 2020-08-18: 1, success, num_entries = 469
## Fetched day 2020-08-19: 1, success, num_entries = 475
## Fetched day 2020-08-20: 1, success, num_entries = 481
## Fetched day 2020-08-21: 1, success, num_entries = 480
## Fetched day 2020-08-22: 1, success, num_entries = 481
## Fetched day 2020-08-23: 1, success, num_entries = 479
## Fetched day 2020-08-24: 1, success, num_entries = 478
## Fetched day 2020-08-25: 1, success, num_entries = 483
## Fetched day 2020-08-26: 1, success, num_entries = 485
## Fetched day 2020-08-27: 1, success, num_entries = 479
## Fetched day 2020-08-28: 1, success, num_entries = 483
## Fetched day 2020-08-29: 1, success, num_entries = 478
## Fetched day 2020-08-30: 1, success, num_entries = 471
## Fetched day 2020-08-31: 1, success, num_entries = 466
## Fetched day 2020-09-01: 1, success, num_entries = 470
## Fetched day 2020-09-02: 1, success, num_entries = 470
## Fetched day 2020-09-03: 1, success, num_entries = 471
## Fetched day 2020-09-04: 1, success, num_entries = 467
## Fetched day 2020-09-05: 1, success, num_entries = 472
## Fetched day 2020-09-06: 1, success, num_entries = 474
## Fetched day 2020-09-07: 1, success, num_entries = 474
## Fetched day 2020-09-08: 1, success, num_entries = 476
## Fetched day 2020-09-09: 1, success, num_entries = 480
## Fetched day 2020-09-10: 1, success, num_entries = 477
## Fetched day 2020-09-11: 1, success, num_entries = 472
## Fetched day 2020-09-12: 1, success, num_entries = 464
## Fetched day 2020-09-13: 1, success, num_entries = 458
## Fetched day 2020-09-14: 1, success, num_entries = 457
## Fetched day 2020-09-15: 1, success, num_entries = 462
## Fetched day 2020-09-16: 1, success, num_entries = 464
## Fetched day 2020-09-17: 1, success, num_entries = 465
## Fetched day 2020-09-18: 1, success, num_entries = 471
## Fetched day 2020-09-19: 1, success, num_entries = 471
## Fetched day 2020-09-20: 1, success, num_entries = 474
## Fetched day 2020-09-21: 1, success, num_entries = 481
## Fetched day 2020-09-22: 1, success, num_entries = 490
## Fetched day 2020-09-23: 1, success, num_entries = 493
## Fetched day 2020-09-24: 1, success, num_entries = 492
## Fetched day 2020-09-25: 1, success, num_entries = 488
## Fetched day 2020-09-26: 1, success, num_entries = 487
## Fetched day 2020-09-27: 1, success, num_entries = 488
## Fetched day 2020-09-28: 1, success, num_entries = 487
## Fetched day 2020-09-29: 1, success, num_entries = 487
## Fetched day 2020-09-30: 1, success, num_entries = 484
## Fetched day 2020-10-01: 1, success, num_entries = 489
## Fetched day 2020-10-02: 1, success, num_entries = 495
## Fetched day 2020-10-03: 1, success, num_entries = 502
## Fetched day 2020-10-04: 1, success, num_entries = 508
## Fetched day 2020-10-05: 1, success, num_entries = 513
## Fetched day 2020-10-06: 1, success, num_entries = 521
## Fetched day 2020-10-07: 1, success, num_entries = 523
## Fetched day 2020-10-08: 1, success, num_entries = 531
## Fetched day 2020-10-09: 1, success, num_entries = 531
## Fetched day 2020-10-10: 1, success, num_entries = 525
## Fetched day 2020-10-11: 1, success, num_entries = 513
## Fetched day 2020-10-12: 1, success, num_entries = 507
## Fetched day 2020-10-13: 1, success, num_entries = 504
## Fetched day 2020-10-14: 1, success, num_entries = 501
## Fetched day 2020-10-15: 1, success, num_entries = 497
## Fetched day 2020-10-16: 1, success, num_entries = 487
## Fetched day 2020-10-17: 1, success, num_entries = 487
## Fetched day 2020-10-18: 1, success, num_entries = 488
## Fetched day 2020-10-19: 1, success, num_entries = 486
## Fetched day 2020-10-20: 1, success, num_entries = 485
## Fetched day 2020-10-21: 1, success, num_entries = 483
## Fetched day 2020-10-22: 1, success, num_entries = 481
## Fetched day 2020-10-23: 1, success, num_entries = 483
## Fetched day 2020-10-24: 1, success, num_entries = 483
## Fetched day 2020-10-25: 1, success, num_entries = 480
## Fetched day 2020-10-26: 1, success, num_entries = 473
## Fetched day 2020-10-27: 1, success, num_entries = 471
## Fetched day 2020-10-28: 1, success, num_entries = 466
## Fetched day 2020-10-29: 1, success, num_entries = 463
## Fetched day 2020-10-30: 1, success, num_entries = 460
## Fetched day 2020-10-31: 1, success, num_entries = 452
## Fetched day 2020-11-01: 1, success, num_entries = 446
## Fetched day 2020-11-02: 1, success, num_entries = 444
## Fetched day 2020-11-03: 1, success, num_entries = 443
## Fetched day 2020-11-04: 1, success, num_entries = 439
## Fetched day 2020-11-05: 1, success, num_entries = 433
## Fetched day 2020-11-06: 1, success, num_entries = 425
## Fetched day 2020-11-07: 1, success, num_entries = 422
## Fetched day 2020-11-08: 1, success, num_entries = 414
## Fetched day 2020-11-09: 1, success, num_entries = 409
## Fetched day 2020-11-10: 1, success, num_entries = 400
## Fetched day 2020-11-11: 1, success, num_entries = 385
## Fetched day 2020-11-12: 1, success, num_entries = 369
## Fetched day 2020-11-13: 1, success, num_entries = 363
## Fetched day 2020-11-14: 1, success, num_entries = 351
## Fetched day 2020-11-15: 1, success, num_entries = 344
## Fetched day 2020-11-16: 1, success, num_entries = 332
## Fetched day 2020-11-17: 1, success, num_entries = 319
## Fetched day 2020-11-18: 1, success, num_entries = 306
## Fetched day 2020-11-19: 1, success, num_entries = 290
## Fetched day 2020-04-15: 1, success, num_entries = 3142
## Fetched day 2020-04-16: 1, success, num_entries = 3142
## Fetched day 2020-04-17: 1, success, num_entries = 3142
## Fetched day 2020-04-18: 1, success, num_entries = 3142
## Fetched day 2020-04-19: 1, success, num_entries = 3142
## Fetched day 2020-04-20: 1, success, num_entries = 3142
## Fetched day 2020-04-21: 1, success, num_entries = 3142
## Fetched day 2020-04-22: 1, success, num_entries = 3142
## Fetched day 2020-04-23: 1, success, num_entries = 3142
## Fetched day 2020-04-24: 1, success, num_entries = 3142
## Fetched day 2020-04-25: 1, success, num_entries = 3142
## Fetched day 2020-04-26: 1, success, num_entries = 3142
## Fetched day 2020-04-27: 1, success, num_entries = 3142
## Fetched day 2020-04-28: 1, success, num_entries = 3142
## Fetched day 2020-04-29: 1, success, num_entries = 3142
## Fetched day 2020-04-30: 1, success, num_entries = 3142
## Fetched day 2020-05-01: 1, success, num_entries = 3142
## Fetched day 2020-05-02: 1, success, num_entries = 3142
## Fetched day 2020-05-03: 1, success, num_entries = 3142
## Fetched day 2020-05-04: 1, success, num_entries = 3142
## Fetched day 2020-05-05: 1, success, num_entries = 3142
## Fetched day 2020-05-06: 1, success, num_entries = 3142
## Fetched day 2020-05-07: 1, success, num_entries = 3142
## Fetched day 2020-05-08: 1, success, num_entries = 3142
## Fetched day 2020-05-09: 1, success, num_entries = 3142
## Fetched day 2020-05-10: 1, success, num_entries = 3142
## Fetched day 2020-05-11: 1, success, num_entries = 3142
## Fetched day 2020-05-12: 1, success, num_entries = 3142
## Fetched day 2020-05-13: 1, success, num_entries = 3142
## Fetched day 2020-05-14: 1, success, num_entries = 3142
## Fetched day 2020-05-15: 1, success, num_entries = 3142
## Fetched day 2020-05-16: 1, success, num_entries = 3142
## Fetched day 2020-05-17: 1, success, num_entries = 3142
## Fetched day 2020-05-18: 1, success, num_entries = 3142
## Fetched day 2020-05-19: 1, success, num_entries = 3142
## Fetched day 2020-05-20: 1, success, num_entries = 3142
## Fetched day 2020-05-21: 1, success, num_entries = 3142
## Fetched day 2020-05-22: 1, success, num_entries = 3142
## Fetched day 2020-05-23: 1, success, num_entries = 3142
## Fetched day 2020-05-24: 1, success, num_entries = 3142
## Fetched day 2020-05-25: 1, success, num_entries = 3142
## Fetched day 2020-05-26: 1, success, num_entries = 3142
## Fetched day 2020-05-27: 1, success, num_entries = 3142
## Fetched day 2020-05-28: 1, success, num_entries = 3142
## Fetched day 2020-05-29: 1, success, num_entries = 3142
## Fetched day 2020-05-30: 1, success, num_entries = 3142
## Fetched day 2020-05-31: 1, success, num_entries = 3142
## Fetched day 2020-06-01: 1, success, num_entries = 3142
## Fetched day 2020-06-02: 1, success, num_entries = 3142
## Fetched day 2020-06-03: 1, success, num_entries = 3142
## Fetched day 2020-06-04: 1, success, num_entries = 3142
## Fetched day 2020-06-05: 1, success, num_entries = 3142
## Fetched day 2020-06-06: 1, success, num_entries = 3142
## Fetched day 2020-06-07: 1, success, num_entries = 3142
## Fetched day 2020-06-08: 1, success, num_entries = 3142
## Fetched day 2020-06-09: 1, success, num_entries = 3142
## Fetched day 2020-06-10: 1, success, num_entries = 3142
## Fetched day 2020-06-11: 1, success, num_entries = 3142
## Fetched day 2020-06-12: 1, success, num_entries = 3142
## Fetched day 2020-06-13: 1, success, num_entries = 3142
## Fetched day 2020-06-14: 1, success, num_entries = 3142
## Fetched day 2020-06-15: 1, success, num_entries = 3142
## Fetched day 2020-06-16: 1, success, num_entries = 3142
## Fetched day 2020-06-17: 1, success, num_entries = 3142
## Fetched day 2020-06-18: 1, success, num_entries = 3142
## Fetched day 2020-06-19: 1, success, num_entries = 3142
## Fetched day 2020-06-20: 1, success, num_entries = 3142
## Fetched day 2020-06-21: 1, success, num_entries = 3142
## Fetched day 2020-06-22: 1, success, num_entries = 3142
## Fetched day 2020-06-23: 1, success, num_entries = 3142
## Fetched day 2020-06-24: 1, success, num_entries = 3142
## Fetched day 2020-06-25: 1, success, num_entries = 3142
## Fetched day 2020-06-26: 1, success, num_entries = 3142
## Fetched day 2020-06-27: 1, success, num_entries = 3142
## Fetched day 2020-06-28: 1, success, num_entries = 3142
## Fetched day 2020-06-29: 1, success, num_entries = 3142
## Fetched day 2020-06-30: 1, success, num_entries = 3142
## Fetched day 2020-07-01: 1, success, num_entries = 3142
## Fetched day 2020-07-02: 1, success, num_entries = 3142
## Fetched day 2020-07-03: 1, success, num_entries = 3142
## Fetched day 2020-07-04: 1, success, num_entries = 3142
## Fetched day 2020-07-05: 1, success, num_entries = 3142
## Fetched day 2020-07-06: 1, success, num_entries = 3142
## Fetched day 2020-07-07: 1, success, num_entries = 3142
## Fetched day 2020-07-08: 1, success, num_entries = 3142
## Fetched day 2020-07-09: 1, success, num_entries = 3142
## Fetched day 2020-07-10: 1, success, num_entries = 3142
## Fetched day 2020-07-11: 1, success, num_entries = 3142
## Fetched day 2020-07-12: 1, success, num_entries = 3142
## Fetched day 2020-07-13: 1, success, num_entries = 3142
## Fetched day 2020-07-14: 1, success, num_entries = 3142
## Fetched day 2020-07-15: 1, success, num_entries = 3142
## Fetched day 2020-07-16: 1, success, num_entries = 3142
## Fetched day 2020-07-17: 1, success, num_entries = 3142
## Fetched day 2020-07-18: 1, success, num_entries = 3142
## Fetched day 2020-07-19: 1, success, num_entries = 3142
## Fetched day 2020-07-20: 1, success, num_entries = 3142
## Fetched day 2020-07-21: 1, success, num_entries = 3142
## Fetched day 2020-07-22: 1, success, num_entries = 3142
## Fetched day 2020-07-23: 1, success, num_entries = 3142
## Fetched day 2020-07-24: 1, success, num_entries = 3142
## Fetched day 2020-07-25: 1, success, num_entries = 3142
## Fetched day 2020-07-26: 1, success, num_entries = 3142
## Fetched day 2020-07-27: 1, success, num_entries = 3142
## Fetched day 2020-07-28: 1, success, num_entries = 3142
## Fetched day 2020-07-29: 1, success, num_entries = 3142
## Fetched day 2020-07-30: 1, success, num_entries = 3142
## Fetched day 2020-07-31: 1, success, num_entries = 3142
## Fetched day 2020-08-01: 1, success, num_entries = 3142
## Fetched day 2020-08-02: 1, success, num_entries = 3142
## Fetched day 2020-08-03: 1, success, num_entries = 3142
## Fetched day 2020-08-04: 1, success, num_entries = 3142
## Fetched day 2020-08-05: 1, success, num_entries = 3142
## Fetched day 2020-08-06: 1, success, num_entries = 3142
## Fetched day 2020-08-07: 1, success, num_entries = 3142
## Fetched day 2020-08-08: 1, success, num_entries = 3142
## Fetched day 2020-08-09: 1, success, num_entries = 3142
## Fetched day 2020-08-10: 1, success, num_entries = 3142
## Fetched day 2020-08-11: 1, success, num_entries = 3142
## Fetched day 2020-08-12: 1, success, num_entries = 3142
## Fetched day 2020-08-13: 1, success, num_entries = 3142
## Fetched day 2020-08-14: 1, success, num_entries = 3142
## Fetched day 2020-08-15: 1, success, num_entries = 3142
## Fetched day 2020-08-16: 1, success, num_entries = 3142
## Fetched day 2020-08-17: 1, success, num_entries = 3142
## Fetched day 2020-08-18: 1, success, num_entries = 3142
## Fetched day 2020-08-19: 1, success, num_entries = 3142
## Fetched day 2020-08-20: 1, success, num_entries = 3142
## Fetched day 2020-08-21: 1, success, num_entries = 3142
## Fetched day 2020-08-22: 1, success, num_entries = 3142
## Fetched day 2020-08-23: 1, success, num_entries = 3142
## Fetched day 2020-08-24: 1, success, num_entries = 3142
## Fetched day 2020-08-25: 1, success, num_entries = 3142
## Fetched day 2020-08-26: 1, success, num_entries = 3142
## Fetched day 2020-08-27: 1, success, num_entries = 3142
## Fetched day 2020-08-28: 1, success, num_entries = 3142
## Fetched day 2020-08-29: 1, success, num_entries = 3142
## Fetched day 2020-08-30: 1, success, num_entries = 3142
## Fetched day 2020-08-31: 1, success, num_entries = 3142
## Fetched day 2020-09-01: 1, success, num_entries = 3142
## Fetched day 2020-09-02: 1, success, num_entries = 3142
## Fetched day 2020-09-03: 1, success, num_entries = 3142
## Fetched day 2020-09-04: 1, success, num_entries = 3142
## Fetched day 2020-09-05: 1, success, num_entries = 3142
## Fetched day 2020-09-06: 1, success, num_entries = 3142
## Fetched day 2020-09-07: 1, success, num_entries = 3142
## Fetched day 2020-09-08: 1, success, num_entries = 3142
## Fetched day 2020-09-09: 1, success, num_entries = 3142
## Fetched day 2020-09-10: 1, success, num_entries = 3142
## Fetched day 2020-09-11: 1, success, num_entries = 3142
## Fetched day 2020-09-12: 1, success, num_entries = 3142
## Fetched day 2020-09-13: 1, success, num_entries = 3142
## Fetched day 2020-09-14: 1, success, num_entries = 3142
## Fetched day 2020-09-15: 1, success, num_entries = 3142
## Fetched day 2020-09-16: 1, success, num_entries = 3142
## Fetched day 2020-09-17: 1, success, num_entries = 3142
## Fetched day 2020-09-18: 1, success, num_entries = 3142
## Fetched day 2020-09-19: 1, success, num_entries = 3142
## Fetched day 2020-09-20: 1, success, num_entries = 3142
## Fetched day 2020-09-21: 1, success, num_entries = 3142
## Fetched day 2020-09-22: 1, success, num_entries = 3142
## Fetched day 2020-09-23: 1, success, num_entries = 3142
## Fetched day 2020-09-24: 1, success, num_entries = 3142
## Fetched day 2020-09-25: 1, success, num_entries = 3142
## Fetched day 2020-09-26: 1, success, num_entries = 3142
## Fetched day 2020-09-27: 1, success, num_entries = 3142
## Fetched day 2020-09-28: 1, success, num_entries = 3142
## Fetched day 2020-09-29: 1, success, num_entries = 3142
## Fetched day 2020-09-30: 1, success, num_entries = 3142
## Fetched day 2020-10-01: 1, success, num_entries = 3142
## Fetched day 2020-10-02: 1, success, num_entries = 3142
## Fetched day 2020-10-03: 1, success, num_entries = 3142
## Fetched day 2020-10-04: 1, success, num_entries = 3142
## Fetched day 2020-10-05: 1, success, num_entries = 3142
## Fetched day 2020-10-06: 1, success, num_entries = 3142
## Fetched day 2020-10-07: 1, success, num_entries = 3142
## Fetched day 2020-10-08: 1, success, num_entries = 3142
## Fetched day 2020-10-09: 1, success, num_entries = 3142
## Fetched day 2020-10-10: 1, success, num_entries = 3142
## Fetched day 2020-10-11: 1, success, num_entries = 3142
## Fetched day 2020-10-12: 1, success, num_entries = 3142
## Fetched day 2020-10-13: 1, success, num_entries = 3142
## Fetched day 2020-10-14: 1, success, num_entries = 3142
## Fetched day 2020-10-15: 1, success, num_entries = 3142
## Fetched day 2020-10-16: 1, success, num_entries = 3142
## Fetched day 2020-10-17: 1, success, num_entries = 3142
## Fetched day 2020-10-18: 1, success, num_entries = 3142
## Fetched day 2020-10-19: 1, success, num_entries = 3142
## Fetched day 2020-10-20: 1, success, num_entries = 3142
## Fetched day 2020-10-21: 1, success, num_entries = 3142
## Fetched day 2020-10-22: 1, success, num_entries = 3142
## Fetched day 2020-10-23: 1, success, num_entries = 3142
## Fetched day 2020-10-24: 1, success, num_entries = 3142
## Fetched day 2020-10-25: 1, success, num_entries = 3142
## Fetched day 2020-10-26: 1, success, num_entries = 3142
## Fetched day 2020-10-27: 1, success, num_entries = 3142
## Fetched day 2020-10-28: 1, success, num_entries = 3142
## Fetched day 2020-10-29: 1, success, num_entries = 3142
## Fetched day 2020-10-30: 1, success, num_entries = 3142
## Fetched day 2020-10-31: 1, success, num_entries = 3142
## Fetched day 2020-11-01: 1, success, num_entries = 3142
## Fetched day 2020-11-02: 1, success, num_entries = 3142
## Fetched day 2020-11-03: 1, success, num_entries = 3142
## Fetched day 2020-11-04: 1, success, num_entries = 3142
## Fetched day 2020-11-05: 1, success, num_entries = 3142
## Fetched day 2020-11-06: 1, success, num_entries = 3142
## Fetched day 2020-11-07: 1, success, num_entries = 3142
## Fetched day 2020-11-08: 1, success, num_entries = 3142
## Fetched day 2020-11-09: 1, success, num_entries = 3142
## Fetched day 2020-11-10: 1, success, num_entries = 3142
## Fetched day 2020-11-11: 1, success, num_entries = 3142
## Fetched day 2020-11-12: 1, success, num_entries = 3142
## Fetched day 2020-11-13: 1, success, num_entries = 3142
## Fetched day 2020-11-14: 1, success, num_entries = 3142
## Fetched day 2020-11-15: 1, success, num_entries = 3142
## Fetched day 2020-11-16: 1, success, num_entries = 3142
## Fetched day 2020-11-17: 1, success, num_entries = 3142
## Fetched day 2020-11-18: 1, success, num_entries = 3142
## Fetched day 2020-11-19: 1, success, num_entries = 3142
## Fetched day 2020-11-20: 1, success, num_entries = 3142
## Fetched day 2020-04-15: 1, success, num_entries = 3142
## Fetched day 2020-04-16: 1, success, num_entries = 3142
## Fetched day 2020-04-17: 1, success, num_entries = 3142
## Fetched day 2020-04-18: 1, success, num_entries = 3142
## Fetched day 2020-04-19: 1, success, num_entries = 3142
## Fetched day 2020-04-20: 1, success, num_entries = 3142
## Fetched day 2020-04-21: 1, success, num_entries = 3142
## Fetched day 2020-04-22: 1, success, num_entries = 3142
## Fetched day 2020-04-23: 1, success, num_entries = 3142
## Fetched day 2020-04-24: 1, success, num_entries = 3142
## Fetched day 2020-04-25: 1, success, num_entries = 3142
## Fetched day 2020-04-26: 1, success, num_entries = 3142
## Fetched day 2020-04-27: 1, success, num_entries = 3142
## Fetched day 2020-04-28: 1, success, num_entries = 3142
## Fetched day 2020-04-29: 1, success, num_entries = 3142
## Fetched day 2020-04-30: 1, success, num_entries = 3142
## Fetched day 2020-05-01: 1, success, num_entries = 3142
## Fetched day 2020-05-02: 1, success, num_entries = 3142
## Fetched day 2020-05-03: 1, success, num_entries = 3142
## Fetched day 2020-05-04: 1, success, num_entries = 3142
## Fetched day 2020-05-05: 1, success, num_entries = 3142
## Fetched day 2020-05-06: 1, success, num_entries = 3142
## Fetched day 2020-05-07: 1, success, num_entries = 3142
## Fetched day 2020-05-08: 1, success, num_entries = 3142
## Fetched day 2020-05-09: 1, success, num_entries = 3142
## Fetched day 2020-05-10: 1, success, num_entries = 3142
## Fetched day 2020-05-11: 1, success, num_entries = 3142
## Fetched day 2020-05-12: 1, success, num_entries = 3142
## Fetched day 2020-05-13: 1, success, num_entries = 3142
## Fetched day 2020-05-14: 1, success, num_entries = 3142
## Fetched day 2020-05-15: 1, success, num_entries = 3142
## Fetched day 2020-05-16: 1, success, num_entries = 3142
## Fetched day 2020-05-17: 1, success, num_entries = 3142
## Fetched day 2020-05-18: 1, success, num_entries = 3142
## Fetched day 2020-05-19: 1, success, num_entries = 3142
## Fetched day 2020-05-20: 1, success, num_entries = 3142
## Fetched day 2020-05-21: 1, success, num_entries = 3142
## Fetched day 2020-05-22: 1, success, num_entries = 3142
## Fetched day 2020-05-23: 1, success, num_entries = 3142
## Fetched day 2020-05-24: 1, success, num_entries = 3142
## Fetched day 2020-05-25: 1, success, num_entries = 3142
## Fetched day 2020-05-26: 1, success, num_entries = 3142
## Fetched day 2020-05-27: 1, success, num_entries = 3142
## Fetched day 2020-05-28: 1, success, num_entries = 3142
## Fetched day 2020-05-29: 1, success, num_entries = 3142
## Fetched day 2020-05-30: 1, success, num_entries = 3142
## Fetched day 2020-05-31: 1, success, num_entries = 3142
## Fetched day 2020-06-01: 1, success, num_entries = 3142
## Fetched day 2020-06-02: 1, success, num_entries = 3142
## Fetched day 2020-06-03: 1, success, num_entries = 3142
## Fetched day 2020-06-04: 1, success, num_entries = 3142
## Fetched day 2020-06-05: 1, success, num_entries = 3142
## Fetched day 2020-06-06: 1, success, num_entries = 3142
## Fetched day 2020-06-07: 1, success, num_entries = 3142
## Fetched day 2020-06-08: 1, success, num_entries = 3142
## Fetched day 2020-06-09: 1, success, num_entries = 3142
## Fetched day 2020-06-10: 1, success, num_entries = 3142
## Fetched day 2020-06-11: 1, success, num_entries = 3142
## Fetched day 2020-06-12: 1, success, num_entries = 3142
## Fetched day 2020-06-13: 1, success, num_entries = 3142
## Fetched day 2020-06-14: 1, success, num_entries = 3142
## Fetched day 2020-06-15: 1, success, num_entries = 3142
## Fetched day 2020-06-16: 1, success, num_entries = 3142
## Fetched day 2020-06-17: 1, success, num_entries = 3142
## Fetched day 2020-06-18: 1, success, num_entries = 3142
## Fetched day 2020-06-19: 1, success, num_entries = 3142
## Fetched day 2020-06-20: 1, success, num_entries = 3142
## Fetched day 2020-06-21: 1, success, num_entries = 3142
## Fetched day 2020-06-22: 1, success, num_entries = 3142
## Fetched day 2020-06-23: 1, success, num_entries = 3142
## Fetched day 2020-06-24: 1, success, num_entries = 3142
## Fetched day 2020-06-25: 1, success, num_entries = 3142
## Fetched day 2020-06-26: 1, success, num_entries = 3142
## Fetched day 2020-06-27: 1, success, num_entries = 3142
## Fetched day 2020-06-28: 1, success, num_entries = 3142
## Fetched day 2020-06-29: 1, success, num_entries = 3142
## Fetched day 2020-06-30: 1, success, num_entries = 3142
## Fetched day 2020-07-01: 1, success, num_entries = 3142
## Fetched day 2020-07-02: 1, success, num_entries = 3142
## Fetched day 2020-07-03: 1, success, num_entries = 3142
## Fetched day 2020-07-04: 1, success, num_entries = 3142
## Fetched day 2020-07-05: 1, success, num_entries = 3142
## Fetched day 2020-07-06: 1, success, num_entries = 3142
## Fetched day 2020-07-07: 1, success, num_entries = 3142
## Fetched day 2020-07-08: 1, success, num_entries = 3142
## Fetched day 2020-07-09: 1, success, num_entries = 3142
## Fetched day 2020-07-10: 1, success, num_entries = 3142
## Fetched day 2020-07-11: 1, success, num_entries = 3142
## Fetched day 2020-07-12: 1, success, num_entries = 3142
## Fetched day 2020-07-13: 1, success, num_entries = 3142
## Fetched day 2020-07-14: 1, success, num_entries = 3142
## Fetched day 2020-07-15: 1, success, num_entries = 3142
## Fetched day 2020-07-16: 1, success, num_entries = 3142
## Fetched day 2020-07-17: 1, success, num_entries = 3142
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case_num = 500
geo_values = suppressWarnings(covidcast_signal("usa-facts", "confirmed_cumulative_num",
max(df_cases$time_value),
max(df_cases$time_value))) %>%
filter(value >= case_num) %>% pull(geo_value)
## Fetched day 2020-11-20: 1, success, num_entries = 3192
geo_values = suppressWarnings(covidcast_signal("usa-facts", "confirmed_cumulative_num",
'2020-11-01',
'2020-11-01')) %>%
filter(value >= case_num) %>% pull(geo_value)
## Fetched day 2020-11-01: 1, success, num_entries = 3192
sensorize_time_ranges = list(
c(-7, -1),
c(-10, -1),
c(-14, -1),
c(-21, -1),
c(-14, -8),
c(-21, -8),
c(-28, -8),
c(-35, -8),
c(-42, -8))
for (ind_idx in 1:length(source_names)) {
if (target_names[ind_idx] == 'Cases') {
df_target = df_cases
} else if (target_names[ind_idx] == 'Deaths') {
df_target = df_deaths
} else {
stop(sprintf("No matching dataframe for target %s.", target_names[ind_idx]))
}
ind_df = tibble(df_signals[[ind_idx]]) %>% filter(geo_value %in% geo_values)
ind_target = inner_join(ind_df, tibble(df_target),
by=c('geo_value', 'time_value')) %>% select (
geo_value=geo_value,
time_value=time_value,
indicator_value=value.x,
target_value=value.y,
)
ind_global_sensorized = ind_target %>% group_by (
geo_value,
) %>% group_modify ( ~ {
fit = lm(target_value ~ indicator_value - 1, data =.x);
tibble(time_value=.x$time_value,
indicator_value=.x$indicator_value,
target_value=.x$target_value,
sensorized_value=fit$fitted.values)
}) %>% ungroup
df_global_sensorized = ind_global_sensorized %>% transmute (
geo_value=geo_value,
signal='ind_sensorized',
time_value=time_value,
direction=NA,
issue=lubridate::ymd('2020-11-01'),
lag=NA,
value=sensorized_value,
stderr=NA,
sample_size=NA,
data_source='linear_sensorization',
)
attributes(df_global_sensorized)$geo_type = 'county'
attributes(df_global_sensorized)$metadata$geo_type = 'county'
class(df_global_sensorized) = c("covidcast_signal", "data.frame")
base_cor_fname = sprintf('results/10_base_cors_%s_%s_%s.RDS',
source_names[ind_idx], signal_names[ind_idx],
target_names[ind_idx])
if (!file.exists(base_cor_fname)) {
df_cor_base_ind = covidcast_cor(df_signals[[ind_idx]], df_target,
by='time_value', method='spearman')
df_cor_sensorized_ind = covidcast_cor(df_global_sensorized, df_target,
by='time_value', method='spearman')
df_cor_base = rbind(df_cor_base_ind, df_cor_sensorized_ind)
df_cor_base$Indicator = as.factor(c(rep('Raw', nrow(df_cor_base_ind)),
rep('Sensorized (Spatial)',
nrow(df_cor_sensorized_ind))))
saveRDS(df_cor_base, base_cor_fname)
} else {
df_cor_base = readRDS(base_cor_fname)
}
sensorize_fname = sprintf('results/10_sensorize_cors_%s_%s_%s.RDS',
source_names[ind_idx], signal_names[ind_idx],
target_names[ind_idx])
sensorize_val_fname = sprintf('results/10_sensorize_vals_%s_%s_%s.RDS',
source_names[ind_idx], signal_names[ind_idx],
target_names[ind_idx])
if (!file.exists(sensorize_fname)) {
sensorize_cors = vector('list', length(sensorize_time_ranges))
ind_target_sensorized_list = vector('list', length(sensorize_time_ranges))
for (outer_idx in 1:length(sensorize_time_ranges)) {
sensorize_llim = sensorize_time_ranges[[outer_idx]][1]
sensorize_ulim = sensorize_time_ranges[[outer_idx]][2]
min_sensorize_date = lubridate::ymd(start_day) - sensorize_llim
max_sensorize_date = max(ind_target$time_value)
sensorize_date_offsets = 0:(max_sensorize_date-min_sensorize_date)
joiner_df_list = vector('list', length(sensorize_date_offsets))
for (idx in 1:length(sensorize_date_offsets)) {
dt = sensorize_date_offsets[idx]
sensorize_date = min_sensorize_date + dt
joiner_df_list[[idx]] = tibble(
sensorize_date = sensorize_date,
time_value = sensorize_date + sensorize_llim:sensorize_ulim)
}
joiner_df = bind_rows(joiner_df_list)
if (!PARCOMPUTE) {
ind_sensorized_lm = ind_target %>% full_join(
joiner_df,
on='time_value',
) %>% group_by (
geo_value,
sensorize_date,
) %>% group_modify (
~ broom::tidy(lm(target_value ~ indicator_value - 1, data = .x))
) %>% ungroup
} else {
ind_grouped_list = ind_target %>% full_join(
joiner_df,
on='time_value',
) %>% group_by (
geo_value,
sensorize_date,
) %>% group_split
ind_sensorized_lm = parallel::mclapply(ind_grouped_list, function(df) {
broom::tidy(
lm(target_value ~ indicator_value - 1, data = df)
) %>% mutate (
geo_value = unique(df$geo_value),
sensorize_date = unique(df$sensorize_date),
)}, mc.cores = N_CORE) %>% bind_rows
}
ind_sensorized_wide = ind_sensorized_lm %>% select(
geo_value,
sensorize_date,
term,
estimate,
) %>% mutate (
term = sapply(term, function(x) {ifelse(x=='(Intercept)',
'intercept',
'slope')}),
) %>% pivot_wider (
id_cols = c(geo_value, sensorize_date),
names_from=term,
values_from=estimate,
)
ind_target_sensorized = ind_target %>% inner_join (
ind_sensorized_wide,
by=c('time_value'='sensorize_date',
'geo_value'),
) %>% mutate (
sensorized_value = indicator_value * slope,
)
df_sensorized = ind_target_sensorized %>% transmute (
geo_value=geo_value,
signal='ind_sensorized',
time_value=time_value,
direction=NA,
issue=lubridate::ymd('2020-11-01'),
lag=NA,
value=sensorized_value,
stderr=NA,
sample_size=NA,
data_source='linear_sensorization',
)
attributes(df_sensorized)$geo_type = 'county'
class(df_sensorized) = c("covidcast_signal", "data.frame")
df_cor_sensorized_ind = covidcast_cor(df_sensorized, df_target,
by='time_value', method='spearman')
df_cor_sensorized_ind$Indicator = sprintf('Sensorized (TS, %d:%d)',
sensorize_llim,
sensorize_ulim)
sensorize_cors[[outer_idx]] = df_cor_sensorized_ind
ind_target_sensorized_list[[outer_idx]] = ind_target_sensorized
}
saveRDS(sensorize_cors, sensorize_fname)
saveRDS(ind_target_sensorized_list, sensorize_val_fname)
} else {
sensorize_cors = readRDS(sensorize_fname)
ind_target_sensorized_list = readRDS(sensorize_val_fname)
}
df_cor = bind_rows(df_cor_base, sensorize_cors)
df_cor$Indicator = stringr::str_replace(df_cor$Indicator,
'Sensorized ',
"")
df_cor$Indicator = factor(df_cor$Indicator,
levels=c('Raw',
"(Spatial)",
sapply(sensorize_time_ranges,
function(x) {
sprintf("(TS, %d:%d)",
x[[1]], x[[2]])
})))
plt = ggplot(df_cor, aes(x = time_value, y = value)) +
geom_line(aes(color = Indicator)) +
labs(title = sprintf("Correlation between %s and %s",
pretty_names[ind_idx],
target_names[ind_idx]),
subtitle = "Per day",
x = "Date", y = "Correlation") +
theme(legend.position = "bottom")
print(plt)
}
## Warning: Removed 190 row(s) containing missing values (geom_path).
## Warning: Removed 179 row(s) containing missing values (geom_path).
## Warning: Removed 179 row(s) containing missing values (geom_path).
## Warning: Removed 188 row(s) containing missing values (geom_path).
## Warning: Removed 188 row(s) containing missing values (geom_path).
QUANTS = c(0.01, 0.99)
# TODO: Add more "core indicators"
for (ind_idx in 1:length(source_names)) {
if (target_names[ind_idx] == 'Cases') {
df_target = df_cases
} else if (target_names[ind_idx] == 'Deaths') {
df_target = df_deaths
} else {
stop(sprintf("No matching dataframe for target %s.", target_names[ind_idx]))
}
base_cor_fname = sprintf('results/10_base_cors_%s_%s_%s.RDS',
source_names[ind_idx], signal_names[ind_idx],
target_names[ind_idx])
sensorize_fname = sprintf('results/10_sensorize_cors_%s_%s_%s.RDS',
source_names[ind_idx], signal_names[ind_idx],
target_names[ind_idx])
sensorize_val_fname = sprintf('results/10_sensorize_vals_%s_%s_%s.RDS',
source_names[ind_idx], signal_names[ind_idx],
target_names[ind_idx])
df_cor_base = readRDS(base_cor_fname)
sensorize_cors = readRDS(sensorize_fname)
sensorized_vals = readRDS(sensorize_val_fname)
for (inner_idx in 1:length(sensorize_time_ranges)) {
sv = sensorized_vals[[inner_idx]]
print(summary(sv$slope))
print(slope_limits <- quantile(sv$slope, QUANTS, na.rm=TRUE))
plt = ggplot(
sensorized_vals[[inner_idx]],
aes(x=time_value,
y=slope),
) + geom_point (
alpha=0.1,
size=0.5,
) + geom_hline (
yintercept=0,
colour='white',
) + stat_summary (
aes(y=slope,
group=1,
colour='median'),
fun=median,
geom="line",
group=1,
) + stat_summary (
aes(y=slope,
group=1,
colour='+/- mad'),
fun=function(x) { median(x) + mad(x) },
geom="line",
group=1,
) + stat_summary (
aes(y=slope,
group=1,
colour='+/- mad'),
fun=function(x) { median(x) - mad(x) },
geom="line",
group=1,
) + scale_colour_manual(
values=c("median"="maroon",
"+/- mad"="darkgreen")
) + labs(
colour=''
) + ggtitle(
sprintf("Slope distribution for %s[%s], fitted on t in %d:%d",
pretty_names[ind_idx],
target_names[ind_idx],
sensorize_time_ranges[[inner_idx]][1],
sensorize_time_ranges[[inner_idx]][2])
) + ylim (
slope_limits[[1]], slope_limits[[2]]
)
print(plt)
}
}
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -78 1 3 5843 5 618993321
## 1% 99%
## 0.00000 37.79059
## Warning: Removed 3192 rows containing non-finite values (stat_summary).
## Warning: Removed 3192 rows containing non-finite values (stat_summary).
## Warning: Removed 3192 rows containing non-finite values (stat_summary).
## Warning: Removed 3192 rows containing missing values (geom_point).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -50 1 3 6563 5 618993321
## 1% 99%
## 0.02170025 32.21366215
## Warning: Removed 6292 rows containing non-finite values (stat_summary).
## Warning: Removed 6292 rows containing non-finite values (stat_summary).
## Warning: Removed 6292 rows containing non-finite values (stat_summary).
## Warning: Removed 6292 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -26 1 3 3082 5 67193354
## 1% 99%
## 0.04686717 28.25974835
## Warning: Removed 6196 rows containing non-finite values (stat_summary).
## Warning: Removed 6196 rows containing non-finite values (stat_summary).
## Warning: Removed 6196 rows containing non-finite values (stat_summary).
## Warning: Removed 6196 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0 1 3 3321 5 67193354
## 1% 99%
## 0.07331203 24.59761395
## Warning: Removed 6008 rows containing non-finite values (stat_summary).
## Warning: Removed 6008 rows containing non-finite values (stat_summary).
## Warning: Removed 6008 rows containing non-finite values (stat_summary).
## Warning: Removed 6008 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 32 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -26 1 3 1893 5 67193354
## 1% 99%
## 0.04506428 27.75976171
## Warning: Removed 5968 rows containing non-finite values (stat_summary).
## Warning: Removed 5968 rows containing non-finite values (stat_summary).
## Warning: Removed 5968 rows containing non-finite values (stat_summary).
## Warning: Removed 5968 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0 1 3 1825 5 67193354
## 1% 99%
## 0.07214821 24.16930363
## Warning: Removed 5778 rows containing non-finite values (stat_summary).
## Warning: Removed 5778 rows containing non-finite values (stat_summary).
## Warning: Removed 5778 rows containing non-finite values (stat_summary).
## Warning: Removed 5778 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 29 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0 1 3 1859 5 67193354
## 1% 99%
## 0.09155144 22.19500837
## Warning: Removed 5570 rows containing non-finite values (stat_summary).
## Warning: Removed 5570 rows containing non-finite values (stat_summary).
## Warning: Removed 5570 rows containing non-finite values (stat_summary).
## Warning: Removed 5570 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 23 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0 1 3 1076 5 67193354
## 1% 99%
## 0.1133621 20.5456320
## Warning: Removed 5354 rows containing non-finite values (stat_summary).
## Warning: Removed 5354 rows containing non-finite values (stat_summary).
## Warning: Removed 5354 rows containing non-finite values (stat_summary).
## Warning: Removed 5354 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 11 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -9.521 7.206 16.099 29.156 30.224 7784.272
## 1% 99%
## 0.1695286 220.0376289
## Warning: Removed 2922 rows containing non-finite values (stat_summary).
## Warning: Removed 2922 rows containing non-finite values (stat_summary).
## Warning: Removed 2922 rows containing non-finite values (stat_summary).
## Warning: Removed 2922 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 58 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -1.775 6.878 15.259 25.090 28.028 4957.437
## 1% 99%
## 0.1914242 155.2232147
## Warning: Removed 2918 rows containing non-finite values (stat_summary).
## Warning: Removed 2918 rows containing non-finite values (stat_summary).
## Warning: Removed 2918 rows containing non-finite values (stat_summary).
## Warning: Removed 2918 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 52 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -1.775 6.651 14.568 21.995 26.115 4672.902
## 1% 99%
## 0.2189535 110.5265133
## Warning: Removed 2884 rows containing non-finite values (stat_summary).
## Warning: Removed 2884 rows containing non-finite values (stat_summary).
## Warning: Removed 2884 rows containing non-finite values (stat_summary).
## Warning: Removed 2884 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 50 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -1.775 6.553 13.957 19.055 24.373 4672.902
## 1% 99%
## 0.2735395 79.9243809
## Warning: Removed 2782 rows containing non-finite values (stat_summary).
## Warning: Removed 2782 rows containing non-finite values (stat_summary).
## Warning: Removed 2782 rows containing non-finite values (stat_summary).
## Warning: Removed 2782 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 45 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -1.775 6.474 14.225 21.115 25.391 4672.902
## 1% 99%
## 0.2193115 105.8992666
## Warning: Removed 2738 rows containing non-finite values (stat_summary).
## Warning: Removed 2738 rows containing non-finite values (stat_summary).
## Warning: Removed 2738 rows containing non-finite values (stat_summary).
## Warning: Removed 2738 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 49 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -1.775 6.332 13.599 18.378 23.756 4672.902
## 1% 99%
## 0.2546758 77.1370595
## Warning: Removed 2655 rows containing non-finite values (stat_summary).
## Warning: Removed 2655 rows containing non-finite values (stat_summary).
## Warning: Removed 2655 rows containing non-finite values (stat_summary).
## Warning: Removed 2655 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 38 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.00 6.36 13.40 17.16 22.99 2995.02
## 1% 99%
## 0.2973012 65.6272335
## Warning: Removed 2552 rows containing non-finite values (stat_summary).
## Warning: Removed 2552 rows containing non-finite values (stat_summary).
## Warning: Removed 2552 rows containing non-finite values (stat_summary).
## Warning: Removed 2552 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 33 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 6.577 13.444 16.674 22.671 3082.796
## 1% 99%
## 0.3615449 59.5355723
## Warning: Removed 2440 rows containing non-finite values (stat_summary).
## Warning: Removed 2440 rows containing non-finite values (stat_summary).
## Warning: Removed 2440 rows containing non-finite values (stat_summary).
## Warning: Removed 2440 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 29 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.3531 0.2245 0.4480 0.5400 0.7389 8.1778
## 1% 99%
## 0.00763222 2.09559199
## Warning: Removed 3002 rows containing non-finite values (stat_summary).
## Warning: Removed 3002 rows containing non-finite values (stat_summary).
## Warning: Removed 3002 rows containing non-finite values (stat_summary).
## Warning: Removed 3002 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0000 0.2273 0.4480 0.5361 0.7342 7.2829
## 1% 99%
## 0.009159536 2.034042046
## Warning: Removed 2966 rows containing non-finite values (stat_summary).
## Warning: Removed 2966 rows containing non-finite values (stat_summary).
## Warning: Removed 2966 rows containing non-finite values (stat_summary).
## Warning: Removed 2966 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 36 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0000 0.2310 0.4499 0.5332 0.7307 6.1545
## 1% 99%
## 0.01073855 1.97110425
## Warning: Removed 2908 rows containing non-finite values (stat_summary).
## Warning: Removed 2908 rows containing non-finite values (stat_summary).
## Warning: Removed 2908 rows containing non-finite values (stat_summary).
## Warning: Removed 2908 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 33 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0000 0.2415 0.4575 0.5328 0.7297 4.0528
## 1% 99%
## 0.01363231 1.87076200
## Warning: Removed 2788 rows containing non-finite values (stat_summary).
## Warning: Removed 2788 rows containing non-finite values (stat_summary).
## Warning: Removed 2788 rows containing non-finite values (stat_summary).
## Warning: Removed 2788 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 30 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0000 0.2249 0.4360 0.5112 0.7080 5.0495
## 1% 99%
## 0.0103272 1.8120624
## Warning: Removed 2764 rows containing non-finite values (stat_summary).
## Warning: Removed 2764 rows containing non-finite values (stat_summary).
## Warning: Removed 2764 rows containing non-finite values (stat_summary).
## Warning: Removed 2764 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 2 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0000 0.2329 0.4426 0.5108 0.7067 4.0528
## 1% 99%
## 0.01213521 1.73445644
## Warning: Removed 2666 rows containing non-finite values (stat_summary).
## Warning: Removed 2666 rows containing non-finite values (stat_summary).
## Warning: Removed 2666 rows containing non-finite values (stat_summary).
## Warning: Removed 2666 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0000 0.2428 0.4507 0.5132 0.7077 4.0522
## 1% 99%
## 0.01529687 1.66982116
## Warning: Removed 2556 rows containing non-finite values (stat_summary).
## Warning: Removed 2556 rows containing non-finite values (stat_summary).
## Warning: Removed 2556 rows containing non-finite values (stat_summary).
## Warning: Removed 2556 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 24 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.0000 0.2564 0.4604 0.5187 0.7115 3.2967
## 1% 99%
## 0.01969593 1.62313239
## Warning: Removed 2430 rows containing non-finite values (stat_summary).
## Warning: Removed 2430 rows containing non-finite values (stat_summary).
## Warning: Removed 2430 rows containing non-finite values (stat_summary).
## Warning: Removed 2430 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Warning: Removed 20 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -1.391 1.625 3.373 7.212 7.178 342.646
## 1% 99%
## 0.129259 61.179988
## Warning: Removed 1884 rows containing non-finite values (stat_summary).
## Warning: Removed 1884 rows containing non-finite values (stat_summary).
## Warning: Removed 1884 rows containing non-finite values (stat_summary).
## Warning: Removed 1884 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 1.588 3.238 6.420 6.565 299.327
## 1% 99%
## 0.1404672 51.9021283
## Warning: Removed 1868 rows containing non-finite values (stat_summary).
## Warning: Removed 1868 rows containing non-finite values (stat_summary).
## Warning: Removed 1868 rows containing non-finite values (stat_summary).
## Warning: Removed 1868 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 1.544 3.087 5.674 5.938 266.452
## 1% 99%
## 0.1518194 43.7569696
## Warning: Removed 1842 rows containing non-finite values (stat_summary).
## Warning: Removed 1842 rows containing non-finite values (stat_summary).
## Warning: Removed 1842 rows containing non-finite values (stat_summary).
## Warning: Removed 1842 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 1.503 2.887 4.887 5.316 230.719
## 1% 99%
## 0.1606655 36.1927689
## Warning: Removed 1788 rows containing non-finite values (stat_summary).
## Warning: Removed 1788 rows containing non-finite values (stat_summary).
## Warning: Removed 1788 rows containing non-finite values (stat_summary).
## Warning: Removed 1788 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 1.520 3.030 5.548 5.797 266.452
## 1% 99%
## 0.1646254 42.9779637
## Warning: Removed 1702 rows containing non-finite values (stat_summary).
## Warning: Removed 1702 rows containing non-finite values (stat_summary).
## Warning: Removed 1702 rows containing non-finite values (stat_summary).
## Warning: Removed 1702 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 1.487 2.837 4.766 5.198 230.719
## 1% 99%
## 0.1756477 34.7989555
## Warning: Removed 1658 rows containing non-finite values (stat_summary).
## Warning: Removed 1658 rows containing non-finite values (stat_summary).
## Warning: Removed 1658 rows containing non-finite values (stat_summary).
## Warning: Removed 1658 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 1.487 2.744 4.331 4.843 267.008
## 1% 99%
## 0.1970154 29.4623619
## Warning: Removed 1596 rows containing non-finite values (stat_summary).
## Warning: Removed 1596 rows containing non-finite values (stat_summary).
## Warning: Removed 1596 rows containing non-finite values (stat_summary).
## Warning: Removed 1596 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 0.000 1.498 2.703 4.055 4.590 117.370
## 1% 99%
## 0.2263141 26.0516645
## Warning: Removed 1516 rows containing non-finite values (stat_summary).
## Warning: Removed 1516 rows containing non-finite values (stat_summary).
## Warning: Removed 1516 rows containing non-finite values (stat_summary).
## Warning: Removed 1516 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_hline).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.61658 0.01882 0.05373 0.14672 0.12996 51.86043
## 1% 99%
## 0.000000 1.602497
## Warning: Removed 1014 rows containing non-finite values (stat_summary).
## Warning: Removed 1014 rows containing non-finite values (stat_summary).
## Warning: Removed 1014 rows containing non-finite values (stat_summary).
## Warning: Removed 1014 rows containing missing values (geom_point).
## Warning: Removed 107 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.44002 0.02012 0.05279 0.13079 0.12199 36.90202
## 1% 99%
## 0.000000 1.359855
## Warning: Removed 1005 rows containing non-finite values (stat_summary).
## Warning: Removed 1005 rows containing non-finite values (stat_summary).
## Warning: Removed 1005 rows containing non-finite values (stat_summary).
## Warning: Removed 1005 rows containing missing values (geom_point).
## Warning: Removed 91 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.24983 0.02104 0.05139 0.11561 0.11315 28.79895
## 1% 99%
## 0.000000 1.165998
## Warning: Removed 998 rows containing non-finite values (stat_summary).
## Warning: Removed 998 rows containing non-finite values (stat_summary).
## Warning: Removed 998 rows containing non-finite values (stat_summary).
## Warning: Removed 998 rows containing missing values (geom_point).
## Warning: Removed 83 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.10133 0.02189 0.04959 0.09922 0.10230 19.97224
## 1% 99%
## 0.0000000 0.9487073
## Warning: Removed 984 rows containing non-finite values (stat_summary).
## Warning: Removed 984 rows containing non-finite values (stat_summary).
## Warning: Removed 984 rows containing non-finite values (stat_summary).
## Warning: Removed 984 rows containing missing values (geom_point).
## Warning: Removed 74 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.24983 0.02200 0.05261 0.11478 0.11359 28.79895
## 1% 99%
## 0.000000 1.110718
## Warning: Removed 922 rows containing non-finite values (stat_summary).
## Warning: Removed 922 rows containing non-finite values (stat_summary).
## Warning: Removed 922 rows containing non-finite values (stat_summary).
## Warning: Removed 922 rows containing missing values (geom_point).
## Warning: Removed 84 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.10133 0.02272 0.05053 0.09814 0.10308 19.97224
## 1% 99%
## 0.0000000 0.9001359
## Warning: Removed 909 rows containing non-finite values (stat_summary).
## Warning: Removed 909 rows containing non-finite values (stat_summary).
## Warning: Removed 909 rows containing non-finite values (stat_summary).
## Warning: Removed 909 rows containing missing values (geom_point).
## Warning: Removed 33 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.05653 0.02334 0.04904 0.08823 0.09579 8.97419
## 1% 99%
## 0.0000000 0.7429484
## Warning: Removed 881 rows containing non-finite values (stat_summary).
## Warning: Removed 881 rows containing non-finite values (stat_summary).
## Warning: Removed 881 rows containing non-finite values (stat_summary).
## Warning: Removed 881 rows containing missing values (geom_point).
## Warning: Removed 31 row(s) containing missing values (geom_path).
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -0.04695 0.02416 0.04825 0.08137 0.09063 8.97419
## 1% 99%
## 0.0000000 0.6456088
## Warning: Removed 836 rows containing non-finite values (stat_summary).
## Warning: Removed 836 rows containing non-finite values (stat_summary).
## Warning: Removed 836 rows containing non-finite values (stat_summary).
## Warning: Removed 836 rows containing missing values (geom_point).
## Warning: Removed 13 row(s) containing missing values (geom_path).